Triple

T15751982
Position Surface form Disambiguated ID Type / Status
Subject Money Talks E381868 entity
Predicate producer P490 FINISHED
Object Tracy Kramer
Tracy Kramer is a film producer best known for producing the action-comedy movie "Money Talks."
E1182796 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: Tracy Kramer | Statement: [Money Talks, producer, Tracy Kramer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tracy Kramer
Context triple: [Money Talks, producer, Tracy Kramer]
  • A. Tracy Maurer
    Tracy Maurer is an author best known for her nonfiction and biographical books for children and young adults.
  • B. Tracy Strauss
    Tracy Strauss is a character from the television series "Heroes," portrayed as a woman with superhuman abilities and multiple personalities.
  • C. Tracy Benchley
    Tracy Benchley is a child of American author and screenwriter Peter Benchley, best known for writing the novel "Jaws."
  • D. Tracy Katsky
    Tracy Katsky is a television producer known for her work on comedy series, including serving as an executive producer on the Netflix show "Santa Clarita Diet."
  • E. Tracy Garner
    Tracy Garner is known as the spouse of Doug Billings, a character from the comedy film series "The Hangover."
  • 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: Tracy Kramer
Triple: [Money Talks, producer, Tracy Kramer]
Generated description
Tracy Kramer is a film producer best known for producing the action-comedy movie "Money Talks."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tracy Kramer
Target entity description: Tracy Kramer is a film producer best known for producing the action-comedy movie "Money Talks."
  • A. Tracy Maurer
    Tracy Maurer is an author best known for her nonfiction and biographical books for children and young adults.
  • B. Tracy Strauss
    Tracy Strauss is a character from the television series "Heroes," portrayed as a woman with superhuman abilities and multiple personalities.
  • C. Tracy Benchley
    Tracy Benchley is a child of American author and screenwriter Peter Benchley, best known for writing the novel "Jaws."
  • D. Tracy Katsky
    Tracy Katsky is a television producer known for her work on comedy series, including serving as an executive producer on the Netflix show "Santa Clarita Diet."
  • E. Tracy Garner
    Tracy Garner is known as the spouse of Doug Billings, a character from the comedy film series "The Hangover."
  • 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_69d86d9e6b44819085d1f6a969ecb74c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e05030e31081908c307a8dc7067db4 completed April 16, 2026, 2:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffb03539c081908b5df46bb810b949 completed May 9, 2026, 10:07 p.m.
NEDg Description generation batch_69ffb13fdb6c819091c3ee5c1f199031 completed May 9, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69ffb208aef881909b3a00e0015c27df completed May 9, 2026, 10:15 p.m.
Created at: April 10, 2026, 4:47 a.m.