Triple

T7951194
Position Surface form Disambiguated ID Type / Status
Subject Cops E184617 entity
Predicate creator P184 FINISHED
Object Malcolm Barbour
Malcolm Barbour is a television producer best known for co-creating the long-running reality TV series "Cops."
 E708293 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: Malcolm Barbour | Statement: [Cops, creator, Malcolm Barbour]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Malcolm Barbour
Context triple: [Cops, creator, Malcolm Barbour]
  • A. Malcolm Nichols
    Malcolm Nichols was an American politician who served as the mayor of Boston in the 1920s.
  • B. Malcolm Stuart Boylan
    Malcolm Stuart Boylan was an American screenwriter active during Hollywood’s early sound era, known for contributing to genre films including the science fiction horror movie "Dr. Cyclops."
  • C. Anthony McHenry
    Anthony McHenry is an American professional basketball player best known for his long, successful career in Japan’s B.League, particularly as a key contributor to the Ryukyu Golden Kings.
  • D. Malcolm Waite
    Malcolm Waite was an American silent film actor best remembered for his supporting roles in early Hollywood comedies, including Charlie Chaplin films.
  • E. Hugh Childers
    Hugh Childers was a 19th-century British Liberal politician and statesman who served in several senior government posts, including First Lord of the Admiralty and Chancellor of the Exchequer.
  • 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: Malcolm Barbour
Triple: [Cops, creator, Malcolm Barbour]
Generated description
Malcolm Barbour is a television producer best known for co-creating the long-running reality TV series "Cops."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Malcolm Barbour
Target entity description: Malcolm Barbour is a television producer best known for co-creating the long-running reality TV series "Cops."
  • A. Malcolm Nichols
    Malcolm Nichols was an American politician who served as the mayor of Boston in the 1920s.
  • B. Malcolm Stuart Boylan
    Malcolm Stuart Boylan was an American screenwriter active during Hollywood’s early sound era, known for contributing to genre films including the science fiction horror movie "Dr. Cyclops."
  • C. Anthony McHenry
    Anthony McHenry is an American professional basketball player best known for his long, successful career in Japan’s B.League, particularly as a key contributor to the Ryukyu Golden Kings.
  • D. Malcolm Waite
    Malcolm Waite was an American silent film actor best remembered for his supporting roles in early Hollywood comedies, including Charlie Chaplin films.
  • E. Hugh Childers
    Hugh Childers was a 19th-century British Liberal politician and statesman who served in several senior government posts, including First Lord of the Admiralty and Chancellor of the Exchequer.
  • 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_69ca8292cba881908a64427b938dac47 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b5b7450819091e4e6f21e9d832d completed March 31, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc5657baf48190a84026dfb347a5ad completed March 31, 2026, 11:18 p.m.
NEDg Description generation batch_69cc58a76b90819092de63b3b23e70af completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cfccc9c8190adcbaee96c17711e completed March 31, 2026, 11:47 p.m.
Created at: March 30, 2026, 5:10 p.m.