Triple

T12209725
Position Surface form Disambiguated ID Type / Status
Subject Ian Fletcher E290923 entity
Predicate hasColleague P398 FINISHED
Object Will Humphries
Will Humphries is a professional colleague of Ian Fletcher, likely working alongside him in a similar organizational or media-related context.
 E970682 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: Will Humphries | Statement: [Ian Fletcher, hasColleague, Will Humphries]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Will Humphries
Context triple: [Ian Fletcher, hasColleague, Will Humphries]
  • A. Grant Matthews
    Grant Matthews is the ambitious, idealistic businessman-turned-presidential-candidate who serves as the central figure in the political drama film "State of the Union."
  • B. Jay Humphries
    Jay Humphries is a former American professional basketball player and NBA point guard who later became a coach.
  • C. Ken Harper
    Ken Harper was a film and theater producer best known for bringing the hit Broadway musical "The Wiz" to the screen in its 1978 film adaptation.
  • D. Oscar Humphries
    Oscar Humphries is an Australian-born art dealer, curator, and former magazine editor known for his work in the contemporary art world.
  • E. Dann Huff
    Dann Huff is an American musician and acclaimed record producer known for his influential work in rock and country music, including collaborations with major artists across both genres.
  • 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: Will Humphries
Triple: [Ian Fletcher, hasColleague, Will Humphries]
Generated description
Will Humphries is a professional colleague of Ian Fletcher, likely working alongside him in a similar organizational or media-related context.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Will Humphries
Target entity description: Will Humphries is a professional colleague of Ian Fletcher, likely working alongside him in a similar organizational or media-related context.
  • A. Grant Matthews
    Grant Matthews is the ambitious, idealistic businessman-turned-presidential-candidate who serves as the central figure in the political drama film "State of the Union."
  • B. Jay Humphries
    Jay Humphries is a former American professional basketball player and NBA point guard who later became a coach.
  • C. Ken Harper
    Ken Harper was a film and theater producer best known for bringing the hit Broadway musical "The Wiz" to the screen in its 1978 film adaptation.
  • D. Oscar Humphries
    Oscar Humphries is an Australian-born art dealer, curator, and former magazine editor known for his work in the contemporary art world.
  • E. Dann Huff
    Dann Huff is an American musician and acclaimed record producer known for his influential work in rock and country music, including collaborations with major artists across both genres.
  • 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_69d6ab65923081909acfc61b7a612233 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c7ed4688190b0546b784e36b0ec completed April 10, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a9d2f0c81908352cd9f0167c6ab completed May 2, 2026, 2:30 p.m.
NEDg Description generation batch_69f60f2154c8819081f9cf6f51e5255b completed May 2, 2026, 2:50 p.m.
NED2 Entity disambiguation (via description) batch_69f60fe9dd6c819092fa7bced2eea069 completed May 2, 2026, 2:53 p.m.
Created at: April 8, 2026, 9:51 p.m.