Triple

T2458699
Position Surface form Disambiguated ID Type / Status
Subject Mad Men E54481 entity
Predicate mainCharacter P1183 FINISHED
Object Roger Sterling
Roger Sterling is a charismatic, hard-drinking advertising executive and partner at the Sterling Cooper agency in the television series "Mad Men."
 E268673 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: Roger Sterling | Statement: [Mad Men, mainCharacter, Roger Sterling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Roger Sterling
Context triple: [Mad Men, mainCharacter, Roger Sterling]
  • A. Jack Donaghy
    Jack Donaghy is a sharply dressed, corporate-minded television executive known for his ruthless business savvy and deadpan mentorship of Liz Lemon on the sitcom "30 Rock."
  • B. George Bluth Sr.
    George Bluth Sr. is a fictional, morally dubious real estate developer and patriarch of the dysfunctional Bluth family in the television sitcom "Arrested Development."
  • C. Lloyd Vogel
    Lloyd Vogel is the fictional, emotionally troubled journalist protagonist of the film "A Beautiful Day in the Neighborhood," whose life is transformed through his encounters with Fred Rogers.
  • D. John Gurney
    John Gurney was a prominent English Quaker banker and member of the influential Gurney family of Norwich.
  • E. Niles Crane
    Niles Crane is a fastidious, neurotic, and intellectually snobbish psychiatrist best known as Frasier Crane’s younger brother on the television sitcom "Frasier."
  • 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: Roger Sterling
Triple: [Mad Men, mainCharacter, Roger Sterling]
Generated description
Roger Sterling is a charismatic, hard-drinking advertising executive and partner at the Sterling Cooper agency in the television series "Mad Men."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Roger Sterling
Target entity description: Roger Sterling is a charismatic, hard-drinking advertising executive and partner at the Sterling Cooper agency in the television series "Mad Men."
  • A. Jack Donaghy
    Jack Donaghy is a sharply dressed, corporate-minded television executive known for his ruthless business savvy and deadpan mentorship of Liz Lemon on the sitcom "30 Rock."
  • B. George Bluth Sr.
    George Bluth Sr. is a fictional, morally dubious real estate developer and patriarch of the dysfunctional Bluth family in the television sitcom "Arrested Development."
  • C. Lloyd Vogel
    Lloyd Vogel is the fictional, emotionally troubled journalist protagonist of the film "A Beautiful Day in the Neighborhood," whose life is transformed through his encounters with Fred Rogers.
  • D. John Gurney
    John Gurney was a prominent English Quaker banker and member of the influential Gurney family of Norwich.
  • E. Niles Crane
    Niles Crane is a fastidious, neurotic, and intellectually snobbish psychiatrist best known as Frasier Crane’s younger brother on the television sitcom "Frasier."
  • 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_69ab49dee84c819096b50a0049c347ac completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd10a35f88190b102a2cb5c88146e completed March 7, 2026, 7:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef0cd7adc8190b855eb28285fefc5 completed March 9, 2026, 4:09 p.m.
NEDg Description generation batch_69aef537e0588190b6838ef34d1031ab completed March 9, 2026, 4:28 p.m.
NED2 Entity disambiguation (via description) batch_69aef98dcbd08190a371019f616ad820 completed March 9, 2026, 4:47 p.m.
Created at: March 6, 2026, 9:44 p.m.