Triple

T23152926
Position Surface form Disambiguated ID Type / Status
Subject The Tracey Fragments E578366 entity
Predicate character P662 FINISHED
Object Tracey Berkowitz
Tracey Berkowitz is the troubled teenage protagonist of the film and novel "The Tracey Fragments," known for her fragmented narration and raw, introspective portrayal of adolescent alienation.
 E1574816 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: Tracey Berkowitz | Statement: [The Tracey Fragments, character, Tracey Berkowitz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tracey Berkowitz
Context triple: [The Tracey Fragments, character, Tracey Berkowitz]
  • A. Stacey Mindich
    Stacey Mindich is a Tony Award–winning American theater producer best known for shepherding the hit Broadway musical "Dear Evan Hansen."
  • B. Tracy Gershon
    Tracy Gershon is an American music industry executive and talent scout known for her work in country music and artist development.
  • C. Lainie Levine
    Lainie Levine, better known by her stage name Lainie Kazan, is an American actress and singer recognized for her work in film, television, and on Broadway.
  • D. Jill Krementz
    Jill Krementz is an American photographer and author best known for her portraits of writers and her work in children's literature.
  • E. Dawn Trager
    Dawn Trager is a character in the television series "Sons of Anarchy," known primarily as the daughter of club member Alexander "Tig" Trager.
  • 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: Tracey Berkowitz
Triple: [The Tracey Fragments, character, Tracey Berkowitz]
Generated description
Tracey Berkowitz is the troubled teenage protagonist of the film and novel "The Tracey Fragments," known for her fragmented narration and raw, introspective portrayal of adolescent alienation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tracey Berkowitz
Target entity description: Tracey Berkowitz is the troubled teenage protagonist of the film and novel "The Tracey Fragments," known for her fragmented narration and raw, introspective portrayal of adolescent alienation.
  • A. Stacey Mindich
    Stacey Mindich is a Tony Award–winning American theater producer best known for shepherding the hit Broadway musical "Dear Evan Hansen."
  • B. Tracy Gershon
    Tracy Gershon is an American music industry executive and talent scout known for her work in country music and artist development.
  • C. Lainie Levine
    Lainie Levine, better known by her stage name Lainie Kazan, is an American actress and singer recognized for her work in film, television, and on Broadway.
  • D. Jill Krementz
    Jill Krementz is an American photographer and author best known for her portraits of writers and her work in children's literature.
  • E. Dawn Trager
    Dawn Trager is a character in the television series "Sons of Anarchy," known primarily as the daughter of club member Alexander "Tig" Trager.
  • 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_69e245fb8de081908f0eba7b5fd75bc4 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18efaa1fc81908fb1987dbf732f46 completed April 29, 2026, 4:54 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c309a54b881909b53677488534b7c completed May 19, 2026, 9:42 a.m.
NEDg Description generation batch_6a0c3105ab388190b135f5c7de240023 completed May 19, 2026, 9:44 a.m.
NED2 Entity disambiguation (via description) batch_6a0c317738d08190adfe51d2b8075f1b completed May 19, 2026, 9:46 a.m.
Created at: April 17, 2026, 4:01 p.m.