Triple

T5490049
Position Surface form Disambiguated ID Type / Status
Subject Stanley E123677 entity
Predicate notableBearer P458 FINISHED
Object Stanley G. Payne
Stanley G. Payne is an American historian renowned for his influential scholarship on fascism, Spanish history, and European authoritarian regimes in the 20th century.
E522553 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: Stanley G. Payne | Statement: [Stanley, notableBearer, Stanley G. Payne]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stanley G. Payne
Context triple: [Stanley, notableBearer, Stanley G. Payne]
  • A. Kenneth H. Jackson
    Kenneth H. Jackson was a prominent 20th-century British linguist and historian renowned for his pioneering research on the history and development of the Celtic languages.
  • B. 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.
  • C. J. O. Taylor
    J. O. Taylor was a cinematographer active during early Hollywood who worked on the landmark 1933 monster film "King Kong."
  • D. 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.
  • E. L. J. Burrows
    L. J. Burrows is a fictional character from the television series "Prison Break," known as the teenage son of Lincoln Burrows who becomes entangled in his father's criminal troubles.
  • 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: Stanley G. Payne
Triple: [Stanley, notableBearer, Stanley G. Payne]
Generated description
Stanley G. Payne is an American historian renowned for his influential scholarship on fascism, Spanish history, and European authoritarian regimes in the 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stanley G. Payne
Target entity description: Stanley G. Payne is an American historian renowned for his influential scholarship on fascism, Spanish history, and European authoritarian regimes in the 20th century.
  • A. Kenneth H. Jackson
    Kenneth H. Jackson was a prominent 20th-century British linguist and historian renowned for his pioneering research on the history and development of the Celtic languages.
  • B. 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.
  • C. J. O. Taylor
    J. O. Taylor was a cinematographer active during early Hollywood who worked on the landmark 1933 monster film "King Kong."
  • D. 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.
  • E. L. J. Burrows
    L. J. Burrows is a fictional character from the television series "Prison Break," known as the teenage son of Lincoln Burrows who becomes entangled in his father's criminal troubles.
  • 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_69bd464a2d908190869324ce176779c8 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd927dcb848190a9d31e2435f8a755 completed March 20, 2026, 6:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf48ac6e7881908806f88056409b41 completed March 22, 2026, 1:41 a.m.
NEDg Description generation batch_69bf497a88b48190b87bf175fe224211 completed March 22, 2026, 1:44 a.m.
NED2 Entity disambiguation (via description) batch_69bf4a1f6e1c8190a9ae94e45fb16cf9 completed March 22, 2026, 1:47 a.m.
Created at: March 20, 2026, 2:10 p.m.