Triple

T789368
Position Surface form Disambiguated ID Type / Status
Subject Clark Kerr E16876 entity
Predicate coAuthor P398 FINISHED
Object John T. Dunlop
John T. Dunlop was an influential American labor economist and U.S. Secretary of Labor known for his work on industrial relations and labor policy.
E173931 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 T. Dunlop | Statement: [Clark Kerr, coAuthor, John T. Dunlop]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John T. Dunlop
Context triple: [Clark Kerr, coAuthor, John T. Dunlop]
  • A. Sir William John Kilpatrick
    Sir William John Kilpatrick was a distinguished individual known primarily for bearing the Kilpatrick name with a conferred knighthood, indicating notable service or achievement.
  • B. Wilfred J. McNeil
    Wilfred J. McNeil was an American government official who served in senior defense-related administrative roles, including leadership of the U.S. Munitions Board during the mid-20th century.
  • C. John L. Lumley
    John L. Lumley was a prominent American fluid dynamicist known for his pioneering contributions to the understanding and modeling of turbulence.
  • D. William Kirkpatrick
    William Kirkpatrick is a relatively obscure individual whose name is shared with multiple historical and contemporary figures across politics, military service, and public life.
  • E. Harold Briggs
    Harold Briggs was a British Army officer best known for devising and implementing the Briggs Plan to combat communist insurgency during the Malayan Emergency.
  • 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 T. Dunlop
Triple: [Clark Kerr, coAuthor, John T. Dunlop]
Generated description
John T. Dunlop was an influential American labor economist and U.S. Secretary of Labor known for his work on industrial relations and labor policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John T. Dunlop
Target entity description: John T. Dunlop was an influential American labor economist and U.S. Secretary of Labor known for his work on industrial relations and labor policy.
  • A. Sir William John Kilpatrick
    Sir William John Kilpatrick was a distinguished individual known primarily for bearing the Kilpatrick name with a conferred knighthood, indicating notable service or achievement.
  • B. Wilfred J. McNeil
    Wilfred J. McNeil was an American government official who served in senior defense-related administrative roles, including leadership of the U.S. Munitions Board during the mid-20th century.
  • C. John L. Lumley
    John L. Lumley was a prominent American fluid dynamicist known for his pioneering contributions to the understanding and modeling of turbulence.
  • D. William Kirkpatrick
    William Kirkpatrick is a relatively obscure individual whose name is shared with multiple historical and contemporary figures across politics, military service, and public life.
  • E. Harold Briggs
    Harold Briggs was a British Army officer best known for devising and implementing the Briggs Plan to combat communist insurgency during the Malayan Emergency.
  • 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_69a4a7841b0c8190859ecd247e32c6ec completed March 1, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad293209648190a380175f85d6efcc completed March 8, 2026, 7:45 a.m.
NEDg Description generation batch_69ad29f4edc48190b78a6df091e289ab completed March 8, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69ad2a78b9608190b70f8d0ae531618d completed March 8, 2026, 7:51 a.m.
Created at: March 1, 2026, 7:38 p.m.