Triple

T11344056
Position Surface form Disambiguated ID Type / Status
Subject Joan Holloway E268672 entity
Predicate jobTitle P2374 FINISHED
Object office manager at Sterling Cooper
The office manager at Sterling Cooper is a poised, efficient, and influential administrator who oversees the secretarial pool and daily operations at the fictional 1960s advertising agency in the television series "Mad Men."
E920614 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: office manager at Sterling Cooper | Statement: [Joan Holloway, jobTitle, office manager at Sterling Cooper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: office manager at Sterling Cooper
Context triple: [Joan Holloway, jobTitle, office manager at Sterling Cooper]
  • A. Roger Sterling
    Roger Sterling is a charismatic, hard-drinking advertising executive and partner at the Sterling Cooper agency in the television series "Mad Men."
  • B. Peggy Olson
    Peggy Olson is a central character in the television series "Mad Men," known for her rise from secretary to pioneering female copywriter in the 1960s advertising world.
  • C. Don Draper
    Don Draper is the enigmatic, hard-drinking 1960s advertising executive at the center of Mad Men, known for his creative genius, troubled past, and complex personal life.
  • D. Pam Beesly
    Pam Beesly is a shy but witty receptionist-turned-office administrator and aspiring artist, best known as one of the central characters on the U.S. version of The Office.
  • E. Nick Naylor
    Nick Naylor is a charismatic, smooth-talking tobacco lobbyist known for his witty, amoral spin-doctoring in the satirical world of public relations.
  • 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: office manager at Sterling Cooper
Triple: [Joan Holloway, jobTitle, office manager at Sterling Cooper]
Generated description
The office manager at Sterling Cooper is a poised, efficient, and influential administrator who oversees the secretarial pool and daily operations at the fictional 1960s advertising agency in the television series "Mad Men."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: office manager at Sterling Cooper
Target entity description: The office manager at Sterling Cooper is a poised, efficient, and influential administrator who oversees the secretarial pool and daily operations at the fictional 1960s advertising agency in the television series "Mad Men."
  • A. Roger Sterling
    Roger Sterling is a charismatic, hard-drinking advertising executive and partner at the Sterling Cooper agency in the television series "Mad Men."
  • B. Peggy Olson
    Peggy Olson is a central character in the television series "Mad Men," known for her rise from secretary to pioneering female copywriter in the 1960s advertising world.
  • C. Don Draper
    Don Draper is the enigmatic, hard-drinking 1960s advertising executive at the center of Mad Men, known for his creative genius, troubled past, and complex personal life.
  • D. Pam Beesly
    Pam Beesly is a shy but witty receptionist-turned-office administrator and aspiring artist, best known as one of the central characters on the U.S. version of The Office.
  • E. Nick Naylor
    Nick Naylor is a charismatic, smooth-talking tobacco lobbyist known for his witty, amoral spin-doctoring in the satirical world of public relations.
  • 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.