Run 2026-11-06-0041-sonnet-query

Credit ratings: at 300 issuers claude:sonnet query 48 questions started 2026-11-06 00:41 commit 7030bd3 done

Accuracy

Condition	Repeats	Accuracy	95% interval
D1 `sql`	5	80%	69–90%
D2 `sql+markdown`	5	99%	98–100%
D3 `sql+executed`	5	99%	97–100%
D4 `sparql`	5	77%	66–87%
D5 `sparql+ontology`	5	97%	94–99%
D6 `sparql+axioms`	5	88%	80–95%

Queries

Condition	Queries run	Failed	Rounds, on average
D1 `sql`	100	1	6.2
D2 `sql+markdown`	77	5	5.6
D3 `sql+executed`	102	3	5.0
D4 `sparql`	101	0	6.6
D5 `sparql+ontology`	102	5 (3 timed out)	5.6
D6 `sparql+axioms`	96	3	6.2

Question by question

One mark per repeat; hover for the grader's reason, click a question for every answer to it.

Question D1 sql D2 sql+markdown D3 sql+executed D4 sparql D5 sparql+ontology D6 sparql+axioms

Q1 What was Kestrel Energy's rating on 1 January 2025? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q2 Has Kestrel Energy been downgraded in 2026? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q3 Is Kestrel Energy's 2031 note investment grade? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q4 What is Northwind Holdings' current outlook? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q5 Whose credit risk does a holder of the Northwind Finance 2030 notes take, and how is it rated? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q6 Why is Valdoria Telecom's foreign-currency rating lower than its local-currency rating? ✅🟡✅✅🟡 🟡✅✅✅✅ 🟡🟡✅🟡✅ ✅🟡❌🟡🟡 ✅✅✅✅✅ 🟡🟡🟡✅✅

Q7 Which issuers were downgraded in 2026? ❌❌❌❌❌ ✅✅✅✅✅ ✅✅✅❌✅ ❌❌❌❌❌ ✅✅✅✅✅ ❌❌❌❌❌

Q8 Which entities were in default on 1 October 2026? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q9 As of 1 October 2026, how many distinct issuers hold an issuer rating? ❌❌❌❌❌ ✅✅✅✅✅ ✅✅✅✅✅ ❌❌❌❌❌ ✅✅❌✅❌ ✅✅✅✅✅

Q10 Is Valdoria Telecom investment grade? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q11 What was Marlow Utilities' rating on 1 June 2025? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q12 What was Marlow Utilities' rating on 1 January 2024? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q13 How many times has Marlow Utilities been downgraded? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q14 What was Halden Foods' rating on 1 January 2024? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q15 What was Halden Bank's rating on 1 January 2026? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q16 Has Marlow Utilities' rating changed since 1 January 2025? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q17 Was Orrin Bank downgraded in 2026? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q18 Which issuers were on Rating Watch Negative on 1 October 2026? ❌❌✅✅❌ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅❌✅❌ ✅✅✅✅✅ ❌✅✅✅❌

Q19 Which issuers had a Negative outlook on 1 October 2026? ❌❌❌❌❌ ✅✅✅✅❌ ✅✅✅✅✅ ❌❌❌❌❌ ✅✅❌❌✅ ✅✅✅✅✅

Q20 Is Pellam Retail in default? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q21 Which entities had an issuer rating at some point but no longer had one on 1 October 2026? ❌❌✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅❌❌❌❌ ✅✅❌✅✅ ✅✅❌✅❌

Q22 Which entities have ever been in default? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q23 What is Kestrel Energy's short-term rating? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q24 Is Kestrel Energy's issuer rating investment grade? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q25 How many instruments held an investment-grade rating on 1 October 2026? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ❌✅✅❌✅ ✅✅✅✅✅ ✅✅✅✅✅

Q26 What is Corvenia Power's local-currency rating? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q27 How is Corvenia Power's 2032 note rated? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q28 What is the Republic of Corvenia's foreign-currency issuer rating? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q29 What is the Republic of Valdoria's issuer rating? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅❌✅ ✅✅✅✅✅ ✅✅✅✅✅

Q30 Which entities had a foreign-currency issuer rating exactly at their country's ceiling on 1 October 2026? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅❌❌❌✅ ✅✅✅✅✅ ✅✅✅✅❌

Q31 Did any company have a foreign-currency issuer rating above its country's ceiling on 1 October 2026? ✅✅✅❌✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q32 Who is Halden Leasing's ultimate parent? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q33 Whose credit risk does a holder of the Halden Leasing 2028 notes take, and how is it rated? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q34 Is Halden Foods part of the same group as Halden Bank? ✅✅✅✅✅ ✅✅❌✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q35 How many entities are in the Halden group, the parent included? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q36 How many entities are in the Northwind group, the parent included? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q37 How many distinct legal entities does the data describe? ❌❌❌❌❌ ✅✅✅✅✅ ✅✅✅✅✅ ❌❌❌❌❌ ✅✅✅✅❌ ❌❌❌❌❌

Q38 Are Orrin Bank AG and Orrin Bancorp Inc the same entity? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q39 What is Northwind Holdings' current rating? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q40 How many distinct issuers domiciled in GB held an issuer rating on 1 October 2026? ✅❌❌❌❌ ✅✅✅✅✅ ✅✅✅✅✅ ❌❌❌❌❌ ✅✅✅✅❌ ✅✅✅✅❌

Q41 What is Brindle Capital's current rating? ❌❌❌❌❌ ✅✅✅✅✅ ✅✅✅✅✅ ❌❌❌❌❌ ✅✅✅✅✅ ❌❌❌❌❌

Q42 In which country is Halden Bank domiciled? ❌❌❌❌❌ ✅✅✅✅✅ ✅✅✅✅✅ ❌❌❌❌❌ ✅✅✅✅✅ ✅✅✅✅✅

Q43 How many distinct entities are domiciled in Luxembourg (LU)? ❌❌❌❌❌ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q44 Is Valdoria Telecom's 2027 note a local-currency obligation? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q45 Is Valdoria Telecom's 2027 note rated above what Valdoria's Country Ceiling allows? ✅❌✅❌✅ ✅✅✅✅✅ ✅✅✅✅✅ ❌❌❌✅❌ ✅✅✅✅✅ ❌✅❌✅❌

Q46 Does Halden Leasing have an issuer rating? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Q47 How is Corvenia Power's 2034 note rated? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ✅❌✅❌❌

Q48 How many instruments held a rating on 1 October 2026? ✅✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅ ❌✅✅✅✅ ✅✅✅✅✅ ✅✅✅✅✅

Question	D1 `sql`	D2 `sql+markdown`	D3 `sql+executed`	D4 `sparql`	D5 `sparql+ontology`	D6 `sparql+axioms`
Q1 What was Kestrel Energy's rating on 1 January 2025?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q2 Has Kestrel Energy been downgraded in 2026?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q3 Is Kestrel Energy's 2031 note investment grade?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q4 What is Northwind Holdings' current outlook?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q5 Whose credit risk does a holder of the Northwind Finance 2030 notes take, and how is it rated?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q6 Why is Valdoria Telecom's foreign-currency rating lower than its local-currency rating?	✅🟡✅✅🟡	🟡✅✅✅✅	🟡🟡✅🟡✅	✅🟡❌🟡🟡	✅✅✅✅✅	🟡🟡🟡✅✅
Q7 Which issuers were downgraded in 2026?	❌❌❌❌❌	✅✅✅✅✅	✅✅✅❌✅	❌❌❌❌❌	✅✅✅✅✅	❌❌❌❌❌
Q8 Which entities were in default on 1 October 2026?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q9 As of 1 October 2026, how many distinct issuers hold an issuer rating?	❌❌❌❌❌	✅✅✅✅✅	✅✅✅✅✅	❌❌❌❌❌	✅✅❌✅❌	✅✅✅✅✅
Q10 Is Valdoria Telecom investment grade?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q11 What was Marlow Utilities' rating on 1 June 2025?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q12 What was Marlow Utilities' rating on 1 January 2024?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q13 How many times has Marlow Utilities been downgraded?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q14 What was Halden Foods' rating on 1 January 2024?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q15 What was Halden Bank's rating on 1 January 2026?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q16 Has Marlow Utilities' rating changed since 1 January 2025?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q17 Was Orrin Bank downgraded in 2026?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q18 Which issuers were on Rating Watch Negative on 1 October 2026?	❌❌✅✅❌	✅✅✅✅✅	✅✅✅✅✅	✅✅❌✅❌	✅✅✅✅✅	❌✅✅✅❌
Q19 Which issuers had a Negative outlook on 1 October 2026?	❌❌❌❌❌	✅✅✅✅❌	✅✅✅✅✅	❌❌❌❌❌	✅✅❌❌✅	✅✅✅✅✅
Q20 Is Pellam Retail in default?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q21 Which entities had an issuer rating at some point but no longer had one on 1 October 2026?	❌❌✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅❌❌❌❌	✅✅❌✅✅	✅✅❌✅❌
Q22 Which entities have ever been in default?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q23 What is Kestrel Energy's short-term rating?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q24 Is Kestrel Energy's issuer rating investment grade?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q25 How many instruments held an investment-grade rating on 1 October 2026?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	❌✅✅❌✅	✅✅✅✅✅	✅✅✅✅✅
Q26 What is Corvenia Power's local-currency rating?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q27 How is Corvenia Power's 2032 note rated?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q28 What is the Republic of Corvenia's foreign-currency issuer rating?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q29 What is the Republic of Valdoria's issuer rating?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅❌✅	✅✅✅✅✅	✅✅✅✅✅
Q30 Which entities had a foreign-currency issuer rating exactly at their country's ceiling on 1 October 2026?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅❌❌❌✅	✅✅✅✅✅	✅✅✅✅❌
Q31 Did any company have a foreign-currency issuer rating above its country's ceiling on 1 October 2026?	✅✅✅❌✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q32 Who is Halden Leasing's ultimate parent?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q33 Whose credit risk does a holder of the Halden Leasing 2028 notes take, and how is it rated?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q34 Is Halden Foods part of the same group as Halden Bank?	✅✅✅✅✅	✅✅❌✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q35 How many entities are in the Halden group, the parent included?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q36 How many entities are in the Northwind group, the parent included?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q37 How many distinct legal entities does the data describe?	❌❌❌❌❌	✅✅✅✅✅	✅✅✅✅✅	❌❌❌❌❌	✅✅✅✅❌	❌❌❌❌❌
Q38 Are Orrin Bank AG and Orrin Bancorp Inc the same entity?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q39 What is Northwind Holdings' current rating?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q40 How many distinct issuers domiciled in GB held an issuer rating on 1 October 2026?	✅❌❌❌❌	✅✅✅✅✅	✅✅✅✅✅	❌❌❌❌❌	✅✅✅✅❌	✅✅✅✅❌
Q41 What is Brindle Capital's current rating?	❌❌❌❌❌	✅✅✅✅✅	✅✅✅✅✅	❌❌❌❌❌	✅✅✅✅✅	❌❌❌❌❌
Q42 In which country is Halden Bank domiciled?	❌❌❌❌❌	✅✅✅✅✅	✅✅✅✅✅	❌❌❌❌❌	✅✅✅✅✅	✅✅✅✅✅
Q43 How many distinct entities are domiciled in Luxembourg (LU)?	❌❌❌❌❌	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q44 Is Valdoria Telecom's 2027 note a local-currency obligation?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q45 Is Valdoria Telecom's 2027 note rated above what Valdoria's Country Ceiling allows?	✅❌✅❌✅	✅✅✅✅✅	✅✅✅✅✅	❌❌❌✅❌	✅✅✅✅✅	❌✅❌✅❌
Q46 Does Halden Leasing have an issuer rating?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅
Q47 How is Corvenia Power's 2034 note rated?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	✅❌✅❌❌
Q48 How many instruments held a rating on 1 October 2026?	✅✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅	❌✅✅✅✅	✅✅✅✅✅	✅✅✅✅✅

The prompts

The report, as report.md

credit_300: claude:sonnet, 2026-11-06 00:41

48 questions, 5 repeats per condition. Correct = 1, partial = ½. Graded by code where a question has a typed key, by claude:sonnet with a checklist otherwise.

Accuracy

Condition	Accuracy	95% interval	Questions unstable across repeats
D1 `sql`	80%	69% to 90%	6 of 48
D2 `sql+markdown`	99%	98% to 100%	3 of 48
D4 `sparql`	77%	66% to 87%	8 of 48
D5 `sparql+ontology`	97%	94% to 99%	5 of 48
D3 `sql+executed`	99%	97% to 100%	2 of 48
D6 `sparql+axioms`	88%	80% to 95%	7 of 48

Against D1 `sql`, question by question

Condition	Difference	95% interval
D2 `sql+markdown`	+19 points	+9 to +30
D4 `sparql`	-3 points	-9 to +3
D5 `sparql+ontology`	+17 points	+9 to +27
D3 `sql+executed`	+19 points	+9 to +30
D6 `sparql+axioms`	+8 points	-0 to +17

By question

Question	Graded by	D1 `sql`	D2 `sql+markdown`	D4 `sparql`	D5 `sparql+ontology`	D3 `sql+executed`	D6 `sparql+axioms`
Q1	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q2	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q3	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q4	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q5	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q6	llm	✅ 🟡 ✅ ✅ 🟡	🟡 ✅ ✅ ✅ ✅	✅ 🟡 ❌ 🟡 🟡	✅ ✅ ✅ ✅ ✅	🟡 🟡 ✅ 🟡 ✅	🟡 🟡 🟡 ✅ ✅
Q7	code	❌ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ✅	❌ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ❌ ✅	❌ ❌ ❌ ❌ ❌
Q8	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q9	code	❌ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ✅	❌ ❌ ❌ ❌ ❌	✅ ✅ ❌ ✅ ❌	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q10	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q11	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q12	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q13	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q14	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q15	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q16	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q17	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q18	code	❌ ❌ ✅ ✅ ❌	✅ ✅ ✅ ✅ ✅	✅ ✅ ❌ ✅ ❌	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	❌ ✅ ✅ ✅ ❌
Q19	code	❌ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ❌	❌ ❌ ❌ ❌ ❌	✅ ✅ ❌ ❌ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q20	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q21	code	❌ ❌ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ❌ ❌ ❌ ❌	✅ ✅ ❌ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ❌ ✅ ❌
Q22	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q23	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q24	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q25	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	❌ ✅ ✅ ❌ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q26	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q27	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q28	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q29	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ❌ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q30	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ❌ ❌ ❌ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ❌
Q31	code	✅ ✅ ✅ ❌ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q32	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q33	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q34	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ❌ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q35	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q36	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q37	code	❌ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ✅	❌ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ❌	✅ ✅ ✅ ✅ ✅	❌ ❌ ❌ ❌ ❌
Q38	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q39	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q40	code	✅ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ✅	❌ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ❌	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ❌
Q41	code	❌ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ✅	❌ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	❌ ❌ ❌ ❌ ❌
Q42	code	❌ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ✅	❌ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q43	code	❌ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q44	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q45	code	✅ ❌ ✅ ❌ ✅	✅ ✅ ✅ ✅ ✅	❌ ❌ ❌ ✅ ❌	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	❌ ✅ ❌ ✅ ❌
Q46	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q47	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ❌ ✅ ❌ ❌
Q48	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	❌ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅

Lists, with partial credit

The 7 questions answered with a list of entities: strict accuracy (the whole list right) against the mean F1 of the lists given, which credits a list that is nearly right.

Condition	Strict	Mean F1
D1 `sql`	57%	95%
D2 `sql+markdown`	97%	100%
D4 `sparql`	46%	87%
D5 `sparql+ontology`	91%	100%
D3 `sql+executed`	97%	100%
D6 `sparql+axioms`	71%	94%

The checklist grader agreed with itself on 30 of 30 answers graded twice.

Why each miss was marked

Q6. Why is Valdoria Telecom's foreign-currency rating lower than its local-currency rating?

D1 sql run 2: Names the BB Country Ceiling as the likely cause but hedges it as inference, and never states that the ceiling caps foreign-currency ratings and not local-currency ones.
D1 sql run 5: Identifies the BB Country Ceiling matching the foreign-currency rating, but says no reason is stated and never states that the ceiling caps foreign-currency but not local-currency ratings.
D2 sql+markdown run 1: Identifies the BB Country Ceiling as consistent with the FC rating, but hedges that the cause isn't stated and doesn't affirm that the ceiling caps FC and not LC ratings.
D4 sparql run 2: Identifies the BB Country Ceiling and says it fits capping the FC rating, but hedges that no record states it as the cause and does not explicitly say the ceiling doesn't cap local-currency ratings.
D4 sparql run 3: Answer declines to give a reason; it names neither the BB Country Ceiling nor its foreign-currency-only cap.
D4 sparql run 4: Points to the Valdoria ceiling (BB) as the likely cause, but hedges and never states that the ceiling caps foreign-currency ratings and not local-currency ones.
D4 sparql run 5: Mentions the BB country ceiling as consistent with the foreign-currency cap but says no reason is stated, and doesn't state that the ceiling caps foreign- and not local-currency ratings.
D3 sql+executed run 1: Names the BB Country Ceiling as the likely cause, but hedges and never says the ceiling caps foreign-currency ratings and not local-currency ones.
D3 sql+executed run 2: Mentions the Valdoria BB ceiling but explicitly says no reason is stated, so it doesn't name the ceiling as the cause or explain that it caps foreign-currency but not local-currency ratings
D3 sql+executed run 4: Mentions Valdoria's BB ceiling alongside the BB foreign-currency rating, but never names it as the cause and does not say it caps foreign-currency but not local-currency ratings; it explicitly says the reason isn't stated.
D6 sparql+axioms run 1: Names the BB Country Ceiling as the cause and says it caps foreign-currency ratings, but never states that local-currency ratings are not capped (the local rating of BBB- sits above the ceiling only implicitly).
D6 sparql+axioms run 2: Names the BB Country Ceiling as the cause, but never says it caps foreign-currency ratings and not local-currency ones; the contrast is only implied.
D6 sparql+axioms run 3: Identifies the BB Country Ceiling as consistent with the FC rating, but hedges that the cause isn't stated and never says the ceiling caps foreign-currency but not local-currency ratings.

Q7. Which issuers were downgraded in 2026?

D1 sql run 1: issuers: expected ['E08', 'E10', 'E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1160', 'E1163', 'E1167', 'E1169', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1298', 'E1300', 'E1307'], got ['E1186', 'E1243', 'E1255', 'E08', 'E1151', 'E1299', 'E1307', 'E1213', 'E1080', 'E1285', 'E1112', 'E1263', 'E1347', 'E1348', 'E1344', 'E1163', 'E1053', 'E1051', 'E1300', 'E10', 'E1034', 'E1229', 'E16', 'E1144', 'E1159', 'E1057', 'E1340', 'E1228', 'E1294', 'E1058', 'E1342', 'E1093', 'E1161', 'E1343', 'E1290', 'E1170', 'E1350', 'E1167', 'E1345', 'E1351', 'E1349', 'E1346']
D1 sql run 2: issuers: expected ['E08', 'E10', 'E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1160', 'E1163', 'E1167', 'E1169', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1298', 'E1300', 'E1307'], got ['E1343', 'E1344', 'E1349', 'E08', 'E1167', 'E1263', 'E1347', 'E1161', 'E1170', 'E1342', 'E1186', 'E1159', 'E1093', 'E1229', 'E1053', 'E1112', 'E1151', 'E10', 'E1057', 'E1064', 'E1299', 'E1348', 'E1034', 'E1213', 'E1307', 'E1345', 'E1144', 'E1163', 'E1294', 'E1341', 'E1228', 'E1351', 'E1080', 'E1051', 'E1243', 'E1285', 'E1290', 'E1300', 'E1340', 'E1346', 'E16', 'E1058', 'E1255', 'E1350']
D1 sql run 3: issuers: expected ['E08', 'E10', 'E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1160', 'E1163', 'E1167', 'E1169', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1298', 'E1300', 'E1307'], got ['E08', 'E10', 'E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1160', 'E1163', 'E1167', 'E1169', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1298', 'E1300', 'E1307', 'E1340', 'E1342', 'E1343', 'E1344', 'E1345', 'E1346', 'E1347', 'E1348', 'E1349', 'E1350', 'E1351', 'E16']
D1 sql run 4: issuers: expected ['E08', 'E10', 'E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1160', 'E1163', 'E1167', 'E1169', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1298', 'E1300', 'E1307'], got ['E08', 'E10', 'E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1161', 'E1163', 'E1167', 'E1170', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1299', 'E1300', 'E1307', 'E1340', 'E1342', 'E1343', 'E1344', 'E1345', 'E1346', 'E1347', 'E1348', 'E1349', 'E1350', 'E1351', 'E16']
D1 sql run 5: issuers: expected ['E08', 'E10', 'E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1160', 'E1163', 'E1167', 'E1169', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1298', 'E1300', 'E1307'], got ['E1186', 'E1243', 'E1255', 'E08', 'E1151', 'E1298', 'E1307', 'E1213', 'E1080', 'E1285', 'E1112', 'E1263', 'E1064', 'E1347', 'E1348', 'E1344', 'E1163', 'E1053', 'E1051', 'E1300', 'E10', 'E1034', 'E1229', 'E16', 'E1144', 'E1159', 'E1057', 'E1340', 'E1228', 'E1294', 'E1058', 'E1342', 'E1093', 'E1160', 'E1343', 'E1290', 'E1169', 'E1350', 'E1167', 'E1345', 'E1351', 'E1349', 'E1346']
D4 sparql run 1: issuers: expected ['E08', 'E10', 'E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1160', 'E1163', 'E1167', 'E1169', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1298', 'E1300', 'E1307'], got ['E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1161', 'E1163', 'E1167', 'E1170', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1299', 'E1300', 'E1307', 'E1340', 'E1341', 'E1342', 'E1343', 'E1344', 'E1345', 'E1346', 'E1347', 'E1348', 'E1349', 'E1350', 'E1351', 'E08', 'E10', 'E16']
D4 sparql run 2: issuers: expected ['E08', 'E10', 'E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1160', 'E1163', 'E1167', 'E1169', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1298', 'E1300', 'E1307'], got ['E08', 'E10', 'E1034', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1161', 'E1163', 'E1167', 'E1170', 'E1186', 'E1213', 'E1228', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1299', 'E1300', 'E1307', 'E1340', 'E1342', 'E1343', 'E1344', 'E1345', 'E1347', 'E1348', 'E1350', 'E1351', 'E16']
D4 sparql run 3: issuers: expected ['E08', 'E10', 'E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1160', 'E1163', 'E1167', 'E1169', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1298', 'E1300', 'E1307'], got ['E08', 'E10', 'E16', 'E1034', 'E1080', 'E1161']
D4 sparql run 4: issuers: expected ['E08', 'E10', 'E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1160', 'E1163', 'E1167', 'E1169', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1298', 'E1300', 'E1307'], got ['E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1161', 'E1163', 'E1167', 'E1170', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1299', 'E1300', 'E1307', 'E1340', 'E1342', 'E1343', 'E1344', 'E1345', 'E1346', 'E1347', 'E1348', 'E1349', 'E1350', 'E1351', 'E08', 'E10', 'E16']
D4 sparql run 5: issuers: expected ['E08', 'E10', 'E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1160', 'E1163', 'E1167', 'E1169', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1298', 'E1300', 'E1307'], got ['E08', 'E10', 'E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1161', 'E1163', 'E1167', 'E1170', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1299', 'E1300', 'E1307', 'E1340', 'E1341', 'E1342', 'E1343', 'E1344', 'E1345', 'E1346', 'E1347', 'E1348', 'E1349', 'E1350', 'E1351', 'E16']
D3 sql+executed run 4: issuers: expected ['E08', 'E10', 'E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1160', 'E1163', 'E1167', 'E1169', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1298', 'E1300', 'E1307'], got ['E08', 'E10', 'E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1160', 'E1163', 'E1167', 'E1169', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1298', 'E1300', 'E1307']
D6 sparql+axioms run 1: issuers: expected ['E08', 'E10', 'E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1160', 'E1163', 'E1167', 'E1169', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1298', 'E1300', 'E1307'], got ['E08', 'E10', 'E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1161', 'E1163', 'E1167', 'E1170', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1299', 'E1300', 'E1307', 'E1340', 'E1342', 'E1343', 'E1344', 'E1345', 'E1346', 'E1347', 'E1348', 'E1349', 'E1350', 'E1351', 'E16']
D6 sparql+axioms run 2: issuers: expected ['E08', 'E10', 'E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1160', 'E1163', 'E1167', 'E1169', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1298', 'E1300', 'E1307'], got ['E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1161', 'E1163', 'E1167', 'E1170', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1299', 'E1300', 'E1307', 'E1340', 'E1341', 'E1342', 'E1343', 'E1344', 'E1345', 'E1346', 'E1347', 'E1348', 'E1349', 'E1350', 'E1351', 'E08', 'E10', 'E16']
D6 sparql+axioms run 3: issuers: expected ['E08', 'E10', 'E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1160', 'E1163', 'E1167', 'E1169', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1298', 'E1300', 'E1307'], got ['E08', 'E10', 'E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1161', 'E1163', 'E1167', 'E1170', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1299', 'E1300', 'E1307', 'E1340', 'E1342', 'E1343', 'E1344', 'E1345', 'E1346', 'E1347', 'E1348', 'E1349', 'E1350', 'E1351', 'E16']
D6 sparql+axioms run 4: issuers: expected ['E08', 'E10', 'E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1160', 'E1163', 'E1167', 'E1169', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1298', 'E1300', 'E1307'], got ['E1186', 'E1243', 'E1255', 'E08', 'E1151', 'E1299', 'E1307', 'E1213', 'E1080', 'E1285', 'E1112', 'E1263', 'E1064', 'E1347', 'E1344', 'E1348', 'E1163', 'E1053', 'E1051', 'E1300', 'E10', 'E1034', 'E1229', 'E16', 'E1144', 'E1159', 'E1057', 'E1340', 'E1228', 'E1294', 'E1058', 'E1342', 'E1093', 'E1161', 'E1343', 'E1170', 'E1290', 'E1350', 'E1167', 'E1345', 'E1351']
D6 sparql+axioms run 5: issuers: expected ['E08', 'E10', 'E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1160', 'E1163', 'E1167', 'E1169', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1298', 'E1300', 'E1307'], got ['E08', 'E10', 'E1034', 'E1051', 'E1053', 'E1057', 'E1058', 'E1064', 'E1080', 'E1093', 'E1112', 'E1144', 'E1151', 'E1159', 'E1161', 'E1163', 'E1167', 'E1170', 'E1186', 'E1213', 'E1228', 'E1229', 'E1243', 'E1255', 'E1263', 'E1285', 'E1290', 'E1294', 'E1299', 'E1300', 'E1307', 'E1340', 'E1342', 'E1343', 'E1344', 'E1345', 'E1346', 'E1347', 'E1348', 'E1349', 'E1350', 'E1351', 'E16']

Q9. As of 1 October 2026, how many distinct issuers hold an issuer rating?

D1 sql run 1: count: expected 278, got 291
D1 sql run 2: count: expected 278, got 291
D1 sql run 3: count: expected 278, got 291
D1 sql run 4: count: expected 278, got 291
D1 sql run 5: count: expected 278, got 291
D4 sparql run 1: count: expected 278, got 289
D4 sparql run 2: count: expected 278, got 292
D4 sparql run 3: count: expected 278, got 291
D4 sparql run 4: count: expected 278, got 291
D4 sparql run 5: count: expected 278, got 290
D5 sparql+ontology run 3: count: expected 278, got 261
D5 sparql+ontology run 5: count: expected 278, got 281

Q18. Which issuers were on Rating Watch Negative on 1 October 2026?

D1 sql run 1: issuers: expected ['E06', 'E1006', 'E1013', 'E1019', 'E1037', 'E1039', 'E1059', 'E1061', 'E1066', 'E1088', 'E1098', 'E1099', 'E1109', 'E1126', 'E1132', 'E1133', 'E1146', 'E1168', 'E1181', 'E1194', 'E1203', 'E1209', 'E1238', 'E1242', 'E1260', 'E1264', 'E1266', 'E1267', 'E1297', 'E1314', 'E1317', 'E1323'], got ['E1039', 'E1242', 'E1109', 'E1037', 'E1088', 'E1194', 'E1013', 'E1146', 'E1181', 'E1238', 'E1210', 'E1264', 'E1267', 'E1314', 'E1099', 'E1061', 'E1323', 'E1126', 'E1132', 'E1168', 'E1066', 'E1098', 'E1266', 'E1006', 'E1133', 'E1203', 'E1260', 'E1317', 'E06', 'E1297']
D1 sql run 2: issuers: expected ['E06', 'E1006', 'E1013', 'E1019', 'E1037', 'E1039', 'E1059', 'E1061', 'E1066', 'E1088', 'E1098', 'E1099', 'E1109', 'E1126', 'E1132', 'E1133', 'E1146', 'E1168', 'E1181', 'E1194', 'E1203', 'E1209', 'E1238', 'E1242', 'E1260', 'E1264', 'E1266', 'E1267', 'E1297', 'E1314', 'E1317', 'E1323'], got ['E1037', 'E1242', 'E1317', 'E1109', 'E1168', 'E1066', 'E1146', 'E1203', 'E1314', 'E1323', 'E1088', 'E1194', 'E1013', 'E1061', 'E1238', 'E1297', 'E1006', 'E1264', 'E1181', 'E1210', 'E1039', 'E1266', 'E06', 'E1133', 'E1267', 'E1099', 'E1132', 'E1260', 'E1098', 'E1126']
D1 sql run 5: issuers: expected ['E06', 'E1006', 'E1013', 'E1019', 'E1037', 'E1039', 'E1059', 'E1061', 'E1066', 'E1088', 'E1098', 'E1099', 'E1109', 'E1126', 'E1132', 'E1133', 'E1146', 'E1168', 'E1181', 'E1194', 'E1203', 'E1209', 'E1238', 'E1242', 'E1260', 'E1264', 'E1266', 'E1267', 'E1297', 'E1314', 'E1317', 'E1323'], got ['E06', 'E1006', 'E1013', 'E1037', 'E1039', 'E1061', 'E1066', 'E1088', 'E1098', 'E1099', 'E1109', 'E1126', 'E1132', 'E1133', 'E1146', 'E1168', 'E1181', 'E1194', 'E1203', 'E1209', 'E1238', 'E1242', 'E1260', 'E1264', 'E1266', 'E1267', 'E1297', 'E1314', 'E1317', 'E1323']
D4 sparql run 3: issuers: expected ['E06', 'E1006', 'E1013', 'E1019', 'E1037', 'E1039', 'E1059', 'E1061', 'E1066', 'E1088', 'E1098', 'E1099', 'E1109', 'E1126', 'E1132', 'E1133', 'E1146', 'E1168', 'E1181', 'E1194', 'E1203', 'E1209', 'E1238', 'E1242', 'E1260', 'E1264', 'E1266', 'E1267', 'E1297', 'E1314', 'E1317', 'E1323'], got ['E06', 'E1006', 'E1013', 'E1037', 'E1039', 'E1061', 'E1066', 'E1088', 'E1098', 'E1099', 'E1109', 'E1126', 'E1132', 'E1133', 'E1146', 'E1168', 'E1181', 'E1194']
D4 sparql run 5: issuers: expected ['E06', 'E1006', 'E1013', 'E1019', 'E1037', 'E1039', 'E1059', 'E1061', 'E1066', 'E1088', 'E1098', 'E1099', 'E1109', 'E1126', 'E1132', 'E1133', 'E1146', 'E1168', 'E1181', 'E1194', 'E1203', 'E1209', 'E1238', 'E1242', 'E1260', 'E1264', 'E1266', 'E1267', 'E1297', 'E1314', 'E1317', 'E1323'], got ['E06', 'E1006', 'E1013', 'E1037', 'E1039', 'E1061', 'E1066', 'E1088', 'E1098', 'E1099', 'E1109', 'E1126', 'E1132', 'E1133', 'E1146', 'E1168', 'E1181', 'E1194', 'E1203', 'E1210', 'E1238', 'E1242', 'E1260', 'E1264', 'E1266', 'E1267', 'E1297', 'E1314', 'E1317', 'E1323']
D6 sparql+axioms run 1: issuers: expected ['E06', 'E1006', 'E1013', 'E1019', 'E1037', 'E1039', 'E1059', 'E1061', 'E1066', 'E1088', 'E1098', 'E1099', 'E1109', 'E1126', 'E1132', 'E1133', 'E1146', 'E1168', 'E1181', 'E1194', 'E1203', 'E1209', 'E1238', 'E1242', 'E1260', 'E1264', 'E1266', 'E1267', 'E1297', 'E1314', 'E1317', 'E1323'], got ['E06', 'E1006', 'E1013', 'E1019', 'E1037', 'E1039', 'E1059', 'E1061', 'E1066', 'E1088', 'E1098', 'E1099', 'E1109', 'E1126', 'E1132', 'E1133', 'E1146', 'E1168', 'E1181', 'E1194', 'E1203', 'E1210', 'E1238', 'E1242', 'E1260', 'E1264', 'E1266', 'E1267', 'E1297', 'E1314', 'E1317']
D6 sparql+axioms run 5: issuers: expected ['E06', 'E1006', 'E1013', 'E1019', 'E1037', 'E1039', 'E1059', 'E1061', 'E1066', 'E1088', 'E1098', 'E1099', 'E1109', 'E1126', 'E1132', 'E1133', 'E1146', 'E1168', 'E1181', 'E1194', 'E1203', 'E1209', 'E1238', 'E1242', 'E1260', 'E1264', 'E1266', 'E1267', 'E1297', 'E1314', 'E1317', 'E1323'], got ['E06', 'E1006', 'E1013', 'E1019', 'E1037', 'E1039', 'E1059', 'E1061', 'E1066', 'E1088', 'E1098', 'E1099', 'E1109', 'E1126', 'E1132', 'E1133', 'E1146', 'E1168', 'E1181', 'E1194', 'E1203', 'E1210', 'E1238', 'E1242', 'E1260', 'E1264', 'E1266', 'E1267', 'E1297', 'E1314', 'E1317']

Q19. Which issuers had a Negative outlook on 1 October 2026?

D1 sql run 1: issuers: expected ['E01', 'E09', 'E1005', 'E1029', 'E1034', 'E1046', 'E1055', 'E1056', 'E1059', 'E1064', 'E1072', 'E1079', 'E1080', 'E1105', 'E1118', 'E1158', 'E1160', 'E1188', 'E1190', 'E1211', 'E1228', 'E1248', 'E1261', 'E1263', 'E1271', 'E1282', 'E1294', 'E1300'], got ['E1080', 'E1118', 'E1158', 'E1345', 'E09', 'E1079', 'E1105', 'E1161', 'E1228', 'E1262', 'E1060', 'E01', 'E1188', 'E1190', 'E1344', 'E1347', 'E1056', 'E1343', 'E1348', 'E1034', 'E1350', 'E1351', 'E1211', 'E1282', 'E1072', 'E1271', 'E1055', 'E1263', 'E1340', 'E1005', 'E1300', 'E1029', 'E1046', 'E1064', 'E1248', 'E1294', 'E1342']
D1 sql run 2: issuers: expected ['E01', 'E09', 'E1005', 'E1029', 'E1034', 'E1046', 'E1055', 'E1056', 'E1059', 'E1064', 'E1072', 'E1079', 'E1080', 'E1105', 'E1118', 'E1158', 'E1160', 'E1188', 'E1190', 'E1211', 'E1228', 'E1248', 'E1261', 'E1263', 'E1271', 'E1282', 'E1294', 'E1300'], got ['E1034', 'E1188', 'E1248', 'E1228', 'E1263', 'E1345', 'E1105', 'E1158', 'E1344', 'E09', 'E1060', 'E1211', 'E1262', 'E1056', 'E1282', 'E1340', 'E01', 'E1064', 'E1118', 'E1343', 'E1029', 'E1161', 'E1342', 'E1351', 'E1055', 'E1294', 'E1350', 'E1005', 'E1080', 'E1271', 'E1347', 'E1300', 'E1079', 'E1072', 'E1190', 'E1046', 'E1348']
D1 sql run 3: issuers: expected ['E01', 'E09', 'E1005', 'E1029', 'E1034', 'E1046', 'E1055', 'E1056', 'E1059', 'E1064', 'E1072', 'E1079', 'E1080', 'E1105', 'E1118', 'E1158', 'E1160', 'E1188', 'E1190', 'E1211', 'E1228', 'E1248', 'E1261', 'E1263', 'E1271', 'E1282', 'E1294', 'E1300'], got ['E01', 'E09', 'E1005', 'E1029', 'E1034', 'E1046', 'E1055', 'E1056', 'E1059', 'E1064', 'E1072', 'E1079', 'E1080', 'E1105', 'E1118', 'E1158', 'E1160', 'E1188', 'E1190', 'E1211', 'E1228', 'E1248', 'E1261', 'E1263', 'E1271', 'E1282', 'E1294', 'E1300', 'E1340', 'E1342', 'E1343', 'E1344', 'E1345', 'E1347', 'E1348', 'E1350', 'E1351']
D1 sql run 4: issuers: expected ['E01', 'E09', 'E1005', 'E1029', 'E1034', 'E1046', 'E1055', 'E1056', 'E1059', 'E1064', 'E1072', 'E1079', 'E1080', 'E1105', 'E1118', 'E1158', 'E1160', 'E1188', 'E1190', 'E1211', 'E1228', 'E1248', 'E1261', 'E1263', 'E1271', 'E1282', 'E1294', 'E1300'], got ['E1055', 'E1294', 'E1350', 'E1072', 'E1190', 'E01', 'E1064', 'E1118', 'E1343', 'E1005', 'E1080', 'E1079', 'E1034', 'E1188', 'E1248', 'E1046', 'E1348', 'E1029', 'E1161', 'E1342', 'E1351', 'E1271', 'E1347', 'E09', 'E1060', 'E1211', 'E1262', 'E1056', 'E1282', 'E1340', 'E1300', 'E1228', 'E1263', 'E1345', 'E1105', 'E1158', 'E1344']
D1 sql run 5: issuers: expected ['E01', 'E09', 'E1005', 'E1029', 'E1034', 'E1046', 'E1055', 'E1056', 'E1059', 'E1064', 'E1072', 'E1079', 'E1080', 'E1105', 'E1118', 'E1158', 'E1160', 'E1188', 'E1190', 'E1211', 'E1228', 'E1248', 'E1261', 'E1263', 'E1271', 'E1282', 'E1294', 'E1300'], got ['E01', 'E09', 'E1005', 'E1029', 'E1034', 'E1046', 'E1055', 'E1056', 'E1059', 'E1064', 'E1072', 'E1079', 'E1080', 'E1105', 'E1118', 'E1158', 'E1160', 'E1188', 'E1190', 'E1211', 'E1228', 'E1248', 'E1261', 'E1263', 'E1271', 'E1282', 'E1294', 'E1300', 'E1340', 'E1342', 'E1343', 'E1344', 'E1345', 'E1347', 'E1348', 'E1350', 'E1351']
D2 sql+markdown run 5: issuers: expected ['E01', 'E09', 'E1005', 'E1029', 'E1034', 'E1046', 'E1055', 'E1056', 'E1059', 'E1064', 'E1072', 'E1079', 'E1080', 'E1105', 'E1118', 'E1158', 'E1160', 'E1188', 'E1190', 'E1211', 'E1228', 'E1248', 'E1261', 'E1263', 'E1271', 'E1282', 'E1294', 'E1300'], got ['E1055', 'E1294', 'E1059', 'E1056', 'E1282', 'E1190', 'E1072', 'E1132', 'E1046', 'E1034', 'E1188', 'E1248', 'E1211', 'E09', 'E1029', 'E1160', 'E1080', 'E1005', 'E1079', 'E1271', 'E1300', 'E1158', 'E1105', 'E1064', 'E1261', 'E01', 'E1118', 'E1146', 'E1263', 'E1228']
D4 sparql run 1: issuers: expected ['E01', 'E09', 'E1005', 'E1029', 'E1034', 'E1046', 'E1055', 'E1056', 'E1059', 'E1064', 'E1072', 'E1079', 'E1080', 'E1105', 'E1118', 'E1158', 'E1160', 'E1188', 'E1190', 'E1211', 'E1228', 'E1248', 'E1261', 'E1263', 'E1271', 'E1282', 'E1294', 'E1300'], got ['E01', 'E1005', 'E1029', 'E1034', 'E1046', 'E1055', 'E1056', 'E1060', 'E1064', 'E1072', 'E1079', 'E1080', 'E1105', 'E1118', 'E1158', 'E1161', 'E1188', 'E1190', 'E1211', 'E1228', 'E1248', 'E1262', 'E1263', 'E1271', 'E1282', 'E1294', 'E1300', 'E1340', 'E1342', 'E1343', 'E1344', 'E1345', 'E1347', 'E1348', 'E1350', 'E1351', 'E09']
D4 sparql run 2: issuers: expected ['E01', 'E09', 'E1005', 'E1029', 'E1034', 'E1046', 'E1055', 'E1056', 'E1059', 'E1064', 'E1072', 'E1079', 'E1080', 'E1105', 'E1118', 'E1158', 'E1160', 'E1188', 'E1190', 'E1211', 'E1228', 'E1248', 'E1261', 'E1263', 'E1271', 'E1282', 'E1294', 'E1300'], got ['E01', 'E09', 'E1005', 'E1029', 'E1034', 'E1046', 'E1055', 'E1056', 'E1060', 'E1064', 'E1072', 'E1079', 'E1080', 'E1105', 'E1118', 'E1158', 'E1161', 'E1188', 'E1190', 'E1211', 'E1228', 'E1248', 'E1262', 'E1263', 'E1271', 'E1282', 'E1294', 'E1300', 'E1340']
D4 sparql run 3: issuers: expected ['E01', 'E09', 'E1005', 'E1029', 'E1034', 'E1046', 'E1055', 'E1056', 'E1059', 'E1064', 'E1072', 'E1079', 'E1080', 'E1105', 'E1118', 'E1158', 'E1160', 'E1188', 'E1190', 'E1211', 'E1228', 'E1248', 'E1261', 'E1263', 'E1271', 'E1282', 'E1294', 'E1300'], got ['E01', 'E09', 'E1005', 'E1029', 'E1034', 'E1046', 'E1055', 'E1056', 'E1060', 'E1064', 'E1072', 'E1079', 'E1080', 'E1105', 'E1118', 'E1158', 'E1161', 'E1188', 'E1190']
D4 sparql run 4: issuers: expected ['E01', 'E09', 'E1005', 'E1029', 'E1034', 'E1046', 'E1055', 'E1056', 'E1059', 'E1064', 'E1072', 'E1079', 'E1080', 'E1105', 'E1118', 'E1158', 'E1160', 'E1188', 'E1190', 'E1211', 'E1228', 'E1248', 'E1261', 'E1263', 'E1271', 'E1282', 'E1294', 'E1300'], got ['E01', 'E1005', 'E1029', 'E1034', 'E1046', 'E1055', 'E1056', 'E1060', 'E1064', 'E1072', 'E1079', 'E1080', 'E1105', 'E1118', 'E1158', 'E1161', 'E1188', 'E1190', 'E1211', 'E1228', 'E1248', 'E1262', 'E1263', 'E1271', 'E1282', 'E1294', 'E1300', 'E1340', 'E1342', 'E1343', 'E1344', 'E1345', 'E1347', 'E1348', 'E1350', 'E1351', 'E09']
D4 sparql run 5: issuers: expected ['E01', 'E09', 'E1005', 'E1029', 'E1034', 'E1046', 'E1055', 'E1056', 'E1059', 'E1064', 'E1072', 'E1079', 'E1080', 'E1105', 'E1118', 'E1158', 'E1160', 'E1188', 'E1190', 'E1211', 'E1228', 'E1248', 'E1261', 'E1263', 'E1271', 'E1282', 'E1294', 'E1300'], got ['E01', 'E09', 'E1005', 'E1029', 'E1034', 'E1046', 'E1055', 'E1056', 'E1060', 'E1064', 'E1072', 'E1079', 'E1080', 'E1105', 'E1118', 'E1158', 'E1161', 'E1188', 'E1190', 'E1211', 'E1228', 'E1248', 'E1262', 'E1263', 'E1271', 'E1282', 'E1294', 'E1300', 'E1340', 'E1342', 'E1343', 'E1344', 'E1345', 'E1347', 'E1348', 'E1350', 'E1351']
D5 sparql+ontology run 3: issuers: expected ['E01', 'E09', 'E1005', 'E1029', 'E1034', 'E1046', 'E1055', 'E1056', 'E1059', 'E1064', 'E1072', 'E1079', 'E1080', 'E1105', 'E1118', 'E1158', 'E1160', 'E1188', 'E1190', 'E1211', 'E1228', 'E1248', 'E1261', 'E1263', 'E1271', 'E1282', 'E1294', 'E1300'], got ['E01', 'E09', 'E1005', 'E1029', 'E1034', 'E1046', 'E1055', 'E1056', 'E1060', 'E1064', 'E1072', 'E1079', 'E1080', 'E1105', 'E1118', 'E1132', 'E1146', 'E1158', 'E1161', 'E1188', 'E1190', 'E1211', 'E1228', 'E1248', 'E1262', 'E1263', 'E1271', 'E1282', 'E1294', 'E1300']
D5 sparql+ontology run 4: issuers: expected ['E01', 'E09', 'E1005', 'E1029', 'E1034', 'E1046', 'E1055', 'E1056', 'E1059', 'E1064', 'E1072', 'E1079', 'E1080', 'E1105', 'E1118', 'E1158', 'E1160', 'E1188', 'E1190', 'E1211', 'E1228', 'E1248', 'E1261', 'E1263', 'E1271', 'E1282', 'E1294', 'E1300'], got ['E01', 'E1005', 'E1029', 'E1034', 'E1046', 'E1055', 'E1056', 'E1060', 'E1064', 'E1072', 'E1079', 'E1080', 'E1105', 'E1118', 'E1132', 'E1146', 'E1158', 'E1161', 'E1188', 'E1190', 'E1211', 'E1228', 'E1248', 'E1262', 'E1263', 'E1271', 'E1282', 'E1294', 'E1300', 'E09']

Q21. Which entities had an issuer rating at some point but no longer had one on 1 October 2026?

D1 sql run 1: entities: expected ['E07', 'E1001', 'E1007', 'E1021', 'E1032', 'E1041', 'E1048', 'E1057', 'E1062', 'E1063', 'E1076', 'E1084', 'E1107', 'E1121', 'E1124', 'E1138', 'E1140', 'E1155', 'E1159', 'E1166', 'E1172', 'E1200', 'E1205', 'E1206', 'E1218', 'E1219', 'E1225', 'E1233', 'E1234', 'E1244', 'E1253', 'E1277', 'E1308', 'E1316', 'E1320'], got ['E1057', 'E1063', 'E1155', 'E1107', 'E1007', 'E1254', 'E1308', 'E1032', 'E1062', 'E1138', 'E1159', 'E1279', 'E1106', 'E07', 'E1084', 'E1200', 'E1218', 'E1277', 'E1172', 'E1124', 'E1320', 'E1121', 'E1225', 'E1233', 'E1002', 'E1021', 'E1041', 'E1140', 'E1219', 'E1244', 'E1076', 'E1206', 'E1166', 'E1205', 'E1234', 'E1316', 'E1048']
D1 sql run 2: entities: expected ['E07', 'E1001', 'E1007', 'E1021', 'E1032', 'E1041', 'E1048', 'E1057', 'E1062', 'E1063', 'E1076', 'E1084', 'E1107', 'E1121', 'E1124', 'E1138', 'E1140', 'E1155', 'E1159', 'E1166', 'E1172', 'E1200', 'E1205', 'E1206', 'E1218', 'E1219', 'E1225', 'E1233', 'E1234', 'E1244', 'E1253', 'E1277', 'E1308', 'E1316', 'E1320'], got ['E1244', 'E1316', 'E1076', 'E07', 'E1021', 'E1166', 'E1279', 'E1048', 'E1084', 'E1200', 'E1225', 'E1233', 'E1234', 'E1254', 'E1041', 'E1063', 'E1107', 'E1138', 'E1140', 'E1218', 'E1106', 'E1121', 'E1205', 'E1277', 'E1206', 'E1219', 'E1320', 'E1002', 'E1124', 'E1172', 'E1007', 'E1032', 'E1057', 'E1155', 'E1159', 'E1308', 'E1062']
D4 sparql run 2: entities: expected ['E07', 'E1001', 'E1007', 'E1021', 'E1032', 'E1041', 'E1048', 'E1057', 'E1062', 'E1063', 'E1076', 'E1084', 'E1107', 'E1121', 'E1124', 'E1138', 'E1140', 'E1155', 'E1159', 'E1166', 'E1172', 'E1200', 'E1205', 'E1206', 'E1218', 'E1219', 'E1225', 'E1233', 'E1234', 'E1244', 'E1253', 'E1277', 'E1308', 'E1316', 'E1320'], got ['E07', 'E1002', 'E1007', 'E1021']
D4 sparql run 3: entities: expected ['E07', 'E1001', 'E1007', 'E1021', 'E1032', 'E1041', 'E1048', 'E1057', 'E1062', 'E1063', 'E1076', 'E1084', 'E1107', 'E1121', 'E1124', 'E1138', 'E1140', 'E1155', 'E1159', 'E1166', 'E1172', 'E1200', 'E1205', 'E1206', 'E1218', 'E1219', 'E1225', 'E1233', 'E1234', 'E1244', 'E1253', 'E1277', 'E1308', 'E1316', 'E1320'], got ['E07', 'E1002', 'E1007', 'E1021', 'E1032', 'E1041', 'E1048', 'E1057', 'E1062', 'E1063', 'E1076', 'E1084', 'E1106', 'E1107', 'E1121', 'E1124', 'E1138', 'E1140', 'E1155', 'E1159', 'E1166', 'E1172', 'E1200', 'E1205', 'E1206', 'E1218', 'E1219', 'E1225', 'E1233', 'E1234', 'E1244', 'E1254', 'E1277', 'E1279', 'E1308', 'E1316', 'E1320']
D4 sparql run 4: entities: expected ['E07', 'E1001', 'E1007', 'E1021', 'E1032', 'E1041', 'E1048', 'E1057', 'E1062', 'E1063', 'E1076', 'E1084', 'E1107', 'E1121', 'E1124', 'E1138', 'E1140', 'E1155', 'E1159', 'E1166', 'E1172', 'E1200', 'E1205', 'E1206', 'E1218', 'E1219', 'E1225', 'E1233', 'E1234', 'E1244', 'E1253', 'E1277', 'E1308', 'E1316', 'E1320'], got ['E1002', 'E1007', 'E1021', 'E1032', 'E1041', 'E1048', 'E1057', 'E1062', 'E1063', 'E1076', 'E1084', 'E1106', 'E1107', 'E1121', 'E1124', 'E1138', 'E1140', 'E1155', 'E1159', 'E1166', 'E1172', 'E1200', 'E1205', 'E1206', 'E1218', 'E1219', 'E1225', 'E1233', 'E1234', 'E1244', 'E1254', 'E1277', 'E1279', 'E1308', 'E1316', 'E1320', 'E07']
D4 sparql run 5: entities: expected ['E07', 'E1001', 'E1007', 'E1021', 'E1032', 'E1041', 'E1048', 'E1057', 'E1062', 'E1063', 'E1076', 'E1084', 'E1107', 'E1121', 'E1124', 'E1138', 'E1140', 'E1155', 'E1159', 'E1166', 'E1172', 'E1200', 'E1205', 'E1206', 'E1218', 'E1219', 'E1225', 'E1233', 'E1234', 'E1244', 'E1253', 'E1277', 'E1308', 'E1316', 'E1320'], got ['E07', 'E1002', 'E1007', 'E1021', 'E1032', 'E1041', 'E1048', 'E1057', 'E1062', 'E1063', 'E1076', 'E1084', 'E1107', 'E1121', 'E1124', 'E1138', 'E1140', 'E1155', 'E1159', 'E1166', 'E1172', 'E1200', 'E1205', 'E1206', 'E1218', 'E1219', 'E1225', 'E1233', 'E1234', 'E1244', 'E1254', 'E1277', 'E1279', 'E1308', 'E1316', 'E1320']
D5 sparql+ontology run 3: entities: expected ['E07', 'E1001', 'E1007', 'E1021', 'E1032', 'E1041', 'E1048', 'E1057', 'E1062', 'E1063', 'E1076', 'E1084', 'E1107', 'E1121', 'E1124', 'E1138', 'E1140', 'E1155', 'E1159', 'E1166', 'E1172', 'E1200', 'E1205', 'E1206', 'E1218', 'E1219', 'E1225', 'E1233', 'E1234', 'E1244', 'E1253', 'E1277', 'E1308', 'E1316', 'E1320'], got ['E07', 'E1002', 'E1007', 'E1021', 'E1032', 'E1041', 'E1048', 'E1057', 'E1062', 'E1063', 'E1076', 'E1084', 'E1107', 'E1121', 'E1124', 'E1138', 'E1140', 'E1155', 'E1159', 'E1166', 'E1172', 'E1200', 'E1205', 'E1206', 'E1218', 'E1219', 'E1225', 'E1233', 'E1234', 'E1244', 'E1254', 'E1277', 'E1279', 'E1308', 'E1316', 'E1320']
D6 sparql+axioms run 3: entities: expected ['E07', 'E1001', 'E1007', 'E1021', 'E1032', 'E1041', 'E1048', 'E1057', 'E1062', 'E1063', 'E1076', 'E1084', 'E1107', 'E1121', 'E1124', 'E1138', 'E1140', 'E1155', 'E1159', 'E1166', 'E1172', 'E1200', 'E1205', 'E1206', 'E1218', 'E1219', 'E1225', 'E1233', 'E1234', 'E1244', 'E1253', 'E1277', 'E1308', 'E1316', 'E1320'], got ['E1002', 'E1007', 'E1021', 'E1032', 'E1041', 'E1048', 'E1057', 'E1062', 'E1063', 'E1076', 'E1084', 'E1107', 'E1121', 'E1124', 'E1138', 'E1140', 'E1155', 'E1159', 'E1166', 'E1172', 'E1200', 'E1205', 'E1206', 'E1218', 'E1219', 'E1225', 'E1233', 'E1234', 'E1244', 'E1254', 'E1277', 'E1308', 'E1316', 'E1320', 'E1340', 'E1341', 'E1342', 'E1343', 'E1344', 'E1345', 'E1346', 'E1347', 'E1348', 'E1349', 'E1350', 'E1351', 'E07', 'E16']
D6 sparql+axioms run 5: entities: expected ['E07', 'E1001', 'E1007', 'E1021', 'E1032', 'E1041', 'E1048', 'E1057', 'E1062', 'E1063', 'E1076', 'E1084', 'E1107', 'E1121', 'E1124', 'E1138', 'E1140', 'E1155', 'E1159', 'E1166', 'E1172', 'E1200', 'E1205', 'E1206', 'E1218', 'E1219', 'E1225', 'E1233', 'E1234', 'E1244', 'E1253', 'E1277', 'E1308', 'E1316', 'E1320'], got ['E07']

Q25. How many instruments held an investment-grade rating on 1 October 2026?

D4 sparql run 1: count: expected 66, got 69
D4 sparql run 4: count: expected 66, got 106

Q29. What is the Republic of Valdoria's issuer rating?

D4 sparql run 4: rating: expected none, got BB

Q30. Which entities had a foreign-currency issuer rating exactly at their country's ceiling on 1 October 2026?

D4 sparql run 2: entities: expected ['E05', 'E1028', 'E1039', 'E1101', 'E1126', 'E1194', 'E1236', 'E15'], got ['E15', 'E1039', 'E1194', 'E05', 'E1028', 'E1126']
D4 sparql run 3: entities: expected ['E05', 'E1028', 'E1039', 'E1101', 'E1126', 'E1194', 'E1236', 'E15'], got ['E05', 'E15']
D4 sparql run 4: entities: expected ['E05', 'E1028', 'E1039', 'E1101', 'E1126', 'E1194', 'E1236', 'E15'], got ['E15', 'E05']
D6 sparql+axioms run 5: entities: expected ['E05', 'E1028', 'E1039', 'E1101', 'E1126', 'E1194', 'E1236', 'E15'], got ['E15', 'E1039', 'E05', 'E1028']

Q31. Did any company have a foreign-currency issuer rating above its country's ceiling on 1 October 2026?

D1 sql run 4: any: expected no, got yes

Q34. Is Halden Foods part of the same group as Halden Bank?

D2 sql+markdown run 3: same_group: expected no, got yes

Q37. How many distinct legal entities does the data describe?

D1 sql run 1: count: expected 331, got 344
D1 sql run 2: count: expected 331, got 344
D1 sql run 3: count: expected 331, got 344
D1 sql run 4: count: expected 331, got 344
D1 sql run 5: count: expected 331, got 344
D4 sparql run 1: count: expected 331, got 344
D4 sparql run 2: count: expected 331, got 344
D4 sparql run 3: count: expected 331, got 344
D4 sparql run 4: count: expected 331, got 344
D4 sparql run 5: count: expected 331, got 344
D5 sparql+ontology run 5: count: expected 331, got 329
D6 sparql+axioms run 1: count: expected 331, got 344
D6 sparql+axioms run 2: count: expected 331, got 344
D6 sparql+axioms run 3: count: expected 331, got 344
D6 sparql+axioms run 4: count: expected 331, got 344
D6 sparql+axioms run 5: count: expected 331, got 344

Q40. How many distinct issuers domiciled in GB held an issuer rating on 1 October 2026?

D1 sql run 2: count: expected 66, got 74
D1 sql run 3: count: expected 66, got 74
D1 sql run 4: count: expected 66, got 74
D1 sql run 5: count: expected 66, got 74
D4 sparql run 1: count: expected 66, got 74
D4 sparql run 2: count: expected 66, got 75
D4 sparql run 3: count: expected 66, got 74
D4 sparql run 4: count: expected 66, got 308
D4 sparql run 5: count: expected 66, got 74
D5 sparql+ontology run 5: count: expected 66, got 67
D6 sparql+axioms run 5: count: expected 66, got 68

Q41. What is Brindle Capital's current rating?

D1 sql run 1: rating: expected none, got BB+
D1 sql run 2: rating: expected none, got BB+
D1 sql run 3: rating: expected none, got BB+
D1 sql run 4: rating: expected none, got BB+
D1 sql run 5: rating: expected none, got BB+
D4 sparql run 1: rating: expected none, got BB+
D4 sparql run 2: rating: expected none, got BB+
D4 sparql run 3: rating: expected none, got BB+
D4 sparql run 4: rating: expected none, got BB+
D4 sparql run 5: rating: expected none, got BB+
D6 sparql+axioms run 1: rating: expected none, got BB+
D6 sparql+axioms run 2: rating: expected none, got BB+
D6 sparql+axioms run 3: rating: expected none, got BB+
D6 sparql+axioms run 4: rating: expected none, got BB+
D6 sparql+axioms run 5: rating: expected none, got BB+

Q42. In which country is Halden Bank domiciled?

D1 sql run 1: country: expected LU, got DE
D1 sql run 2: country: expected LU, got DE
D1 sql run 3: country: expected LU, got DE
D1 sql run 4: country: expected LU, got DE
D1 sql run 5: country: expected LU, got DE
D4 sparql run 1: country: expected LU, got DE
D4 sparql run 2: country: expected LU, got DE
D4 sparql run 3: country: expected LU, got DE
D4 sparql run 4: country: expected LU, got DE
D4 sparql run 5: country: expected LU, got DE

Q43. How many distinct entities are domiciled in Luxembourg (LU)?

D1 sql run 1: count: expected 1, got 0
D1 sql run 2: count: expected 1, got 0
D1 sql run 3: count: expected 1, got 0
D1 sql run 4: count: expected 1, got 0
D1 sql run 5: count: expected 1, got 0

Q45. Is Valdoria Telecom's 2027 note rated above what Valdoria's Country Ceiling allows?

D1 sql run 2: above_ceiling: expected no, got yes
D1 sql run 4: above_ceiling: expected no, got yes
D4 sparql run 1: above_ceiling: expected no, got yes
D4 sparql run 2: above_ceiling: expected no, got yes
D4 sparql run 3: above_ceiling: expected no, got yes
D4 sparql run 5: above_ceiling: expected no, got yes
D6 sparql+axioms run 1: above_ceiling: expected no, got yes
D6 sparql+axioms run 3: above_ceiling: expected no, got yes
D6 sparql+axioms run 5: above_ceiling: expected no, got yes

Q47. How is Corvenia Power's 2034 note rated?

D6 sparql+axioms run 2: rating: expected none, got A
D6 sparql+axioms run 4: rating: expected none, got A
D6 sparql+axioms run 5: rating: expected none, got A

Q48. How many instruments held a rating on 1 October 2026?

D4 sparql run 1: count: expected 106, got 112

Run 2026-11-06-0041-sonnet-query

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credit_300: claude:sonnet, 2026-11-06 00:41

Accuracy

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Why each miss was marked

Against D1 `sql`, question by question