Triple

T14162751
Position Surface form Disambiguated ID Type / Status
Subject I'm Your Woman E350989 entity
Predicate starring P1507 FINISHED
Object Bill Heck
Bill Heck is an American actor known for his work in film, television, and theater, including roles in projects like "I'm Your Woman" and "The Ballad of Buster Scruggs."
 E1083166 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: Bill Heck | Statement: [I'm Your Woman, starring, Bill Heck]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bill Heck
Context triple: [I'm Your Woman, starring, Bill Heck]
  • A. William Maher
    William Maher is an American comedian, political commentator, and television host best known for his satirical talk show "Real Time with Bill Maher."
  • B. Sam Bain
    Sam Bain is a British television writer and producer best known for co-creating the acclaimed sitcom "Peep Show" and other comedy series, often in collaboration with Jesse Armstrong.
  • C. Bill Engvall
    Bill Engvall is an American stand-up comedian and actor best known as a member of the Blue Collar Comedy Tour and for his signature "Here's Your Sign" routine.
  • D. Drew Morgan
    Drew Morgan is a music producer known for his work on Perfume Genius's critically acclaimed album "Put Your Back N 2 It."
  • E. Mark Curtis
    Mark Curtis is a British historian and author known for his critical works on UK foreign policy and Western interventionism.
  • 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: Bill Heck
Triple: [I'm Your Woman, starring, Bill Heck]
Generated description
Bill Heck is an American actor known for his work in film, television, and theater, including roles in projects like "I'm Your Woman" and "The Ballad of Buster Scruggs."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bill Heck
Target entity description: Bill Heck is an American actor known for his work in film, television, and theater, including roles in projects like "I'm Your Woman" and "The Ballad of Buster Scruggs."
  • A. William Maher
    William Maher is an American comedian, political commentator, and television host best known for his satirical talk show "Real Time with Bill Maher."
  • B. Sam Bain
    Sam Bain is a British television writer and producer best known for co-creating the acclaimed sitcom "Peep Show" and other comedy series, often in collaboration with Jesse Armstrong.
  • C. Bill Engvall
    Bill Engvall is an American stand-up comedian and actor best known as a member of the Blue Collar Comedy Tour and for his signature "Here's Your Sign" routine.
  • D. Drew Morgan
    Drew Morgan is a music producer known for his work on Perfume Genius's critically acclaimed album "Put Your Back N 2 It."
  • E. Mark Curtis
    Mark Curtis is a British historian and author known for his critical works on UK foreign policy and Western interventionism.
  • 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_69d8278775fc8190b0802d22ca2f495d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de613a4a2081908fd51bf4b4d82b6c completed April 14, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf7f3170481909f3981c1e56235d9 completed May 7, 2026, 8:37 p.m.
NEDg Description generation batch_69fcfe9debe08190b9943f941f1b8813 completed May 7, 2026, 9:05 p.m.
NED2 Entity disambiguation (via description) batch_69fcff29f7608190b4b7d24fc1e011bf completed May 7, 2026, 9:07 p.m.
Created at: April 10, 2026, 12:59 a.m.