Triple
T598760
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Office for Budget Responsibility |
E11445
|
entity |
| Predicate | chairperson |
P377
|
FINISHED |
| Object |
Richard Hughes
Richard Hughes is a British economist and civil servant who serves as the head of the UK's independent fiscal watchdog, overseeing analysis of the government's public finances and economic forecasts.
|
E74865
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Richard Hughes | Statement: [Office for Budget Responsibility, chairperson, Richard Hughes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Richard Hughes Context triple: [Office for Budget Responsibility, chairperson, Richard Hughes]
-
A.
Arnold Bennett
Arnold Bennett was a prominent English novelist and playwright best known for his realistic depictions of provincial life in the Potteries during the early 20th century.
-
B.
Peter Fleming
Peter Fleming was a British travel writer, journalist, and adventurer, best known for his travel books and for his work as a wartime intelligence officer.
-
C.
Thomas Bracken
Thomas Bracken was a 19th-century New Zealand poet and politician best known for writing the words to what became one of the country's national anthems.
-
D.
Sebastian Faulks
Sebastian Faulks is a British novelist best known for his historical and war-themed fiction, including the acclaimed novel "Birdsong."
-
E.
John Galsworthy
John Galsworthy was an English novelist and playwright best known for his series of novels collectively titled "The Forsyte Saga," which won him the Nobel Prize in Literature in 1932.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Richard Hughes Triple: [Office for Budget Responsibility, chairperson, Richard Hughes]
Generated description
Richard Hughes is a British economist and civil servant who serves as the head of the UK's independent fiscal watchdog, overseeing analysis of the government's public finances and economic forecasts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Richard Hughes Target entity description: Richard Hughes is a British economist and civil servant who serves as the head of the UK's independent fiscal watchdog, overseeing analysis of the government's public finances and economic forecasts.
-
A.
Arnold Bennett
Arnold Bennett was a prominent English novelist and playwright best known for his realistic depictions of provincial life in the Potteries during the early 20th century.
-
B.
Peter Fleming
Peter Fleming was a British travel writer, journalist, and adventurer, best known for his travel books and for his work as a wartime intelligence officer.
-
C.
Thomas Bracken
Thomas Bracken was a 19th-century New Zealand poet and politician best known for writing the words to what became one of the country's national anthems.
-
D.
Sebastian Faulks
Sebastian Faulks is a British novelist best known for his historical and war-themed fiction, including the acclaimed novel "Birdsong."
-
E.
John Galsworthy
John Galsworthy was an English novelist and playwright best known for his series of novels collectively titled "The Forsyte Saga," which won him the Nobel Prize in Literature in 1932.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69a4932779b881908688590d59c71900 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49d776c6c819081b41a9b55041cd5 |
completed | March 1, 2026, 8:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a51f36ab388190a418f6d4ffe91d66 |
completed | March 2, 2026, 5:25 a.m. |
| NEDg | Description generation | batch_69a51fed5cf881908565dfb8c798807a |
completed | March 2, 2026, 5:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5206e05148190a1c8c65bad1a637a |
completed | March 2, 2026, 5:30 a.m. |
Created at: March 1, 2026, 7:35 p.m.