Triple

T6139770
Position Surface form Disambiguated ID Type / Status
Subject Michael Chapman E136930 entity
Predicate spouse P13 FINISHED
Object Amy Holden Jones
Amy Holden Jones is an American filmmaker and screenwriter known for directing the cult horror film "The Slumber Party Massacre" and co-creating the medical drama series "The Resident."
 E595532 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: Amy Holden Jones | Statement: [Michael Chapman, spouse, Amy Holden Jones]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Amy Holden Jones
Context triple: [Michael Chapman, spouse, Amy Holden Jones]
  • A. Emily Woodruff
    Emily Woodruff was the wife of Canadian-American actor Hume Cronyn and is primarily known for her connection to his life and career.
  • B. Madeleine Stowe
    Madeleine Stowe is an American actress best known for her film roles in the 1990s, including "The Last of the Mohicans" and "12 Monkeys," and later for her acclaimed television work.
  • C. Darcie Schollmeyer
    Darcie Schollmeyer is known as the wife of Hockey Hall of Famer and former NHL star Brett Hull.
  • D. Alafair Burke
    Alafair Burke is an American crime novelist, law professor, and former prosecutor known for her contemporary suspense novels and collaborations on bestselling mystery series.
  • E. Mare Winningham
    Mare Winningham is an American actress and singer-songwriter known for her acclaimed work in film, television, and theater, including multiple Emmy-winning performances.
  • 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: Amy Holden Jones
Triple: [Michael Chapman, spouse, Amy Holden Jones]
Generated description
Amy Holden Jones is an American filmmaker and screenwriter known for directing the cult horror film "The Slumber Party Massacre" and co-creating the medical drama series "The Resident."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Amy Holden Jones
Target entity description: Amy Holden Jones is an American filmmaker and screenwriter known for directing the cult horror film "The Slumber Party Massacre" and co-creating the medical drama series "The Resident."
  • A. Emily Woodruff
    Emily Woodruff was the wife of Canadian-American actor Hume Cronyn and is primarily known for her connection to his life and career.
  • B. Madeleine Stowe
    Madeleine Stowe is an American actress best known for her film roles in the 1990s, including "The Last of the Mohicans" and "12 Monkeys," and later for her acclaimed television work.
  • C. Alafair Burke
    Alafair Burke is an American crime novelist, law professor, and former prosecutor known for her contemporary suspense novels and collaborations on bestselling mystery series.
  • D. Darcie Schollmeyer
    Darcie Schollmeyer is known as the wife of Hockey Hall of Famer and former NHL star Brett Hull.
  • E. Mare Winningham
    Mare Winningham is an American actress and singer-songwriter known for her acclaimed work in film, television, and theater, including multiple Emmy-winning performances.
  • 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_69c008a179388190a3b5a081bbf46d55 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05cb030fc8190b78e4967eea65611 completed March 22, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c65378e14c8190901ac43d6d8b26b0 completed March 27, 2026, 9:52 a.m.
NEDg Description generation batch_69c655585c988190bfba410838bd2b86 completed March 27, 2026, 10 a.m.
NED2 Entity disambiguation (via description) batch_69c655bce7548190b4c5661a7aaa77e1 completed March 27, 2026, 10:02 a.m.
Created at: March 22, 2026, 4:15 p.m.