Triple

T18289276
Position Surface form Disambiguated ID Type / Status
Subject Prendergast E438065 entity
Predicate hasNotableBearer P458 FINISHED
Object John Prendergast
John Prendergast is an American human rights activist and author best known for co-founding the Enough Project and his work to end mass atrocities in Africa.
E1316689 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: John Prendergast | Statement: [Prendergast, hasNotableBearer, John Prendergast]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Prendergast
Context triple: [Prendergast, hasNotableBearer, John Prendergast]
  • A. James Prendergast
    James Prendergast was an early settler and prominent landowner in western New York who founded the community that became Jamestown.
  • B. John Barry Prendergast
    John Barry Prendergast, known professionally as John Barry, was a renowned English composer best known for his iconic film scores, particularly for the James Bond series.
  • C. John Burns
    John Burns was a prominent British trade unionist and socialist politician who became one of the first working-class members of Parliament and later served as President of the Local Government Board.
  • D. William Mandella
    William Mandella is the soldier-protagonist of Joe Haldeman’s science fiction novel "The Forever War," whose experiences highlight the psychological and social costs of relativistic interstellar warfare.
  • E. Philip Giffin
    Philip Giffin is a film and television composer known for his work on the series "Boomtown."
  • 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: John Prendergast
Triple: [Prendergast, hasNotableBearer, John Prendergast]
Generated description
John Prendergast is an American human rights activist and author best known for co-founding the Enough Project and his work to end mass atrocities in Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Prendergast
Target entity description: John Prendergast is an American human rights activist and author best known for co-founding the Enough Project and his work to end mass atrocities in Africa.
  • A. James Prendergast
    James Prendergast was an early settler and prominent landowner in western New York who founded the community that became Jamestown.
  • B. John Barry Prendergast
    John Barry Prendergast, known professionally as John Barry, was a renowned English composer best known for his iconic film scores, particularly for the James Bond series.
  • C. John Burns
    John Burns was a prominent British trade unionist and socialist politician who became one of the first working-class members of Parliament and later served as President of the Local Government Board.
  • D. William Mandella
    William Mandella is the soldier-protagonist of Joe Haldeman’s science fiction novel "The Forever War," whose experiences highlight the psychological and social costs of relativistic interstellar warfare.
  • E. Philip Giffin
    Philip Giffin is a film and television composer known for his work on the series "Boomtown."
  • 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_69d8b914530c8190b4474d862a2b2a1b completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e500fd65888190afdbb29dc60066af completed April 19, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03bb5612448190a72548b7dd7c3dc7 completed May 12, 2026, 11:44 p.m.
NEDg Description generation batch_6a03bbfa0da481908bb0e388dcbe9913 completed May 12, 2026, 11:47 p.m.
NED2 Entity disambiguation (via description) batch_6a03bd6078b88190887a32099fc31db0 completed May 12, 2026, 11:53 p.m.
Created at: April 10, 2026, 10:35 a.m.