Triple

T786837
Position Surface form Disambiguated ID Type / Status
Subject Research and Analysis Branch E16820 entity
Predicate employer P7 FINISHED
Object H. Stuart Hughes
H. Stuart Hughes was an American historian and intellectual known for his work on European intellectual history and his involvement in mid-20th-century liberal politics.
 E194243 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: H. Stuart Hughes | Statement: [Research and Analysis Branch, employer, H. Stuart Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: H. Stuart Hughes
Context triple: [Research and Analysis Branch, employer, H. Stuart Hughes]
  • A. Robert G. Bratcher
    Robert G. Bratcher was an American Bible scholar and translator best known as the principal translator of the Good News Bible (Today’s English Version).
  • B. Louis C. Newhall
    Louis C. Newhall was an American architect best known for designing Boston Garden, the historic multi-purpose arena in Boston, Massachusetts.
  • C. G. E. H. Palmer
    G. E. H. Palmer was a British scholar and translator best known for co-translating the influential Eastern Orthodox spiritual anthology *The Philokalia* into English.
  • D. Robert B. Bowler
    Robert B. Bowler was an American public official who served as the United States Comptroller of the Treasury, overseeing federal financial accounts and fiscal administration.
  • E. H. A. Prichard
    H. A. Prichard was a 20th-century British moral philosopher known for his influential work in intuitionist ethics and his critique of consequentialist moral theories.
  • 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: H. Stuart Hughes
Triple: [Research and Analysis Branch, employer, H. Stuart Hughes]
Generated description
H. Stuart Hughes was an American historian and intellectual known for his work on European intellectual history and his involvement in mid-20th-century liberal politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: H. Stuart Hughes
Target entity description: H. Stuart Hughes was an American historian and intellectual known for his work on European intellectual history and his involvement in mid-20th-century liberal politics.
  • A. Robert G. Bratcher
    Robert G. Bratcher was an American Bible scholar and translator best known as the principal translator of the Good News Bible (Today’s English Version).
  • B. Louis C. Newhall
    Louis C. Newhall was an American architect best known for designing Boston Garden, the historic multi-purpose arena in Boston, Massachusetts.
  • C. G. E. H. Palmer
    G. E. H. Palmer was a British scholar and translator best known for co-translating the influential Eastern Orthodox spiritual anthology *The Philokalia* into English.
  • D. Robert B. Bowler
    Robert B. Bowler was an American public official who served as the United States Comptroller of the Treasury, overseeing federal financial accounts and fiscal administration.
  • E. H. A. Prichard
    H. A. Prichard was a 20th-century British moral philosopher known for his influential work in intuitionist ethics and his critique of consequentialist moral theories.
  • 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_69a4936cb7448190914f5fe4b8d81607 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a78171908190a38a70274bfbebf9 completed March 1, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad8a8f35d48190a18cf924bf5f9e45 completed March 8, 2026, 2:41 p.m.
NEDg Description generation batch_69ad95738df081909e56178cc1e0ab74 completed March 8, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ad97a1a44c8190a9d8fe05837ec9ff completed March 8, 2026, 3:37 p.m.
Created at: March 1, 2026, 7:38 p.m.