Triple

T11344098
Position Surface form Disambiguated ID Type / Status
Subject Roger Sterling E268673 entity
Predicate businessPartner P282 FINISHED
Object Bertram Cooper
Bertram Cooper is a senior founding partner of the Sterling Cooper advertising agency in the television series "Mad Men," known for his eccentric, old-guard leadership style.
E920616 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: Bertram Cooper | Statement: [Roger Sterling, businessPartner, Bertram Cooper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bertram Cooper
Context triple: [Roger Sterling, businessPartner, Bertram Cooper]
  • A. Benjamin Cooper
    Benjamin Cooper was an early settler and prominent local figure after whom the city of Coopersville, Michigan, was named.
  • B. Wilmot Reed
    Wilmot Reed is the given first and middle name of Reed Hastings, the American entrepreneur best known as the co-founder and former CEO of Netflix.
  • C. Isaiah Butler
    Isaiah Butler is the central protagonist of the crime drama series "Seven Seconds," around whom the show's exploration of justice, race, and police corruption revolves.
  • D. Ebenezer Emmons
    Ebenezer Emmons was a 19th-century American geologist and natural historian known for his pioneering work in stratigraphy and the geology of New York and the Adirondack Mountains.
  • E. William Trent
    William Trent was an early 18th-century Scottish-born merchant and landowner in colonial America, best known for founding and lending his name to Trenton, New Jersey.
  • 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: Bertram Cooper
Triple: [Roger Sterling, businessPartner, Bertram Cooper]
Generated description
Bertram Cooper is a senior founding partner of the Sterling Cooper advertising agency in the television series "Mad Men," known for his eccentric, old-guard leadership style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bertram Cooper
Target entity description: Bertram Cooper is a senior founding partner of the Sterling Cooper advertising agency in the television series "Mad Men," known for his eccentric, old-guard leadership style.
  • A. Benjamin Cooper
    Benjamin Cooper was an early settler and prominent local figure after whom the city of Coopersville, Michigan, was named.
  • B. Wilmot Reed
    Wilmot Reed is the given first and middle name of Reed Hastings, the American entrepreneur best known as the co-founder and former CEO of Netflix.
  • C. Isaiah Butler
    Isaiah Butler is the central protagonist of the crime drama series "Seven Seconds," around whom the show's exploration of justice, race, and police corruption revolves.
  • D. Ebenezer Emmons
    Ebenezer Emmons was a 19th-century American geologist and natural historian known for his pioneering work in stratigraphy and the geology of New York and the Adirondack Mountains.
  • E. William Trent
    William Trent was an early 18th-century Scottish-born merchant and landowner in colonial America, best known for founding and lending his name to Trenton, New Jersey.
  • 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_69e5436e9d848190a7e585351d24df03 completed April 19, 2026, 9:04 p.m.
NEDg Description generation batch_69e5474aad3481909c1afb385cb5889b completed April 19, 2026, 9:21 p.m.
NED2 Entity disambiguation (via description) batch_69e54edb9ac08190a760de11857e791c completed April 19, 2026, 9:53 p.m.
Created at: April 8, 2026, 9:33 p.m.