Triple

T11344198
Position Surface form Disambiguated ID Type / Status
Subject Lane Pryce E268675 entity
Predicate associatedWith P37 FINISHED
Object Bert Cooper
Bert Cooper is a senior founding partner at the Sterling Cooper advertising agency in the television series "Mad Men," known for his eccentric, old-guard demeanor and strong influence over the firm's direction.
E925032 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: Bert Cooper | Statement: [Lane Pryce, associatedWith, Bert Cooper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bert Cooper
Context triple: [Lane Pryce, associatedWith, Bert Cooper]
  • A. Bob Bert
    Bob Bert is an American drummer best known for his work in the New York noise-rock and post-punk scene, including his influential early tenure with Sonic Youth.
  • B. Marv Ross
    Marv Ross is an American guitarist and songwriter best known as a founding member of the rock band Quarterflash.
  • C. Bobby Mauch
    Bobby Mauch was an American child actor best known for starring alongside his identical twin brother Billy in the 1937 film "The Prince and the Pauper."
  • D. Milt Stegall
    Milt Stegall is a former Canadian Football League star wide receiver widely regarded as one of the greatest players in CFL history, holding multiple all-time receiving and touchdown records.
  • E. Milt Buckner
    Milt Buckner was an American jazz pianist and organist known for popularizing the Hammond organ in jazz and pioneering the block-chord style of piano playing.
  • 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: Bert Cooper
Triple: [Lane Pryce, associatedWith, Bert Cooper]
Generated description
Bert Cooper is a senior founding partner at the Sterling Cooper advertising agency in the television series "Mad Men," known for his eccentric, old-guard demeanor and strong influence over the firm's direction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bert Cooper
Target entity description: Bert Cooper is a senior founding partner at the Sterling Cooper advertising agency in the television series "Mad Men," known for his eccentric, old-guard demeanor and strong influence over the firm's direction.
  • A. Bob Bert
    Bob Bert is an American drummer best known for his work in the New York noise-rock and post-punk scene, including his influential early tenure with Sonic Youth.
  • B. Marv Ross
    Marv Ross is an American guitarist and songwriter best known as a founding member of the rock band Quarterflash.
  • C. Bobby Mauch
    Bobby Mauch was an American child actor best known for starring alongside his identical twin brother Billy in the 1937 film "The Prince and the Pauper."
  • D. Milt Stegall
    Milt Stegall is a former Canadian Football League star wide receiver widely regarded as one of the greatest players in CFL history, holding multiple all-time receiving and touchdown records.
  • E. Milt Buckner
    Milt Buckner was an American jazz pianist and organist known for popularizing the Hammond organ in jazz and pioneering the block-chord style of piano playing.
  • 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_69d6aacbe18081909e5fadb50082dd96 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea1f9574819089760c5b5908f09e completed April 9, 2026, 6:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5b7d91168819096823e59a63ec24d completed April 20, 2026, 5:21 a.m.
NEDg Description generation batch_69e5c289b5ac81909bdaec61a66f6654 completed April 20, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_69e5c43f4b4c8190aeae600364d2e4ac completed April 20, 2026, 6:14 a.m.
Created at: April 8, 2026, 9:33 p.m.