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.