Triple

T12361270
Position Surface form Disambiguated ID Type / Status
Subject Death and the Maiden E294741 entity
Predicate producer P490 FINISHED
Object Bonnie Timmermann
Bonnie Timmermann is an American casting director and film producer known for her influential work on numerous acclaimed films and television series.
 E982126 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: Bonnie Timmermann | Statement: [Death and the Maiden, producer, Bonnie Timmermann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bonnie Timmermann
Context triple: [Death and the Maiden, producer, Bonnie Timmermann]
  • A. Bonnie Grape
    Bonnie Grape is the overweight, housebound mother in the film "What's Eating Gilbert Grape," known for her emotional struggles and central role in the Grape family’s dynamics.
  • B. Emily Sweeney
    Emily Sweeney is a dermatologist who appears as Rajesh Koothrappali’s love interest on the television sitcom "The Big Bang Theory."
  • C. Valerie Curtin
    Valerie Curtin is an American actress and screenwriter known for her work in film and television, including co-writing the acclaimed legal drama "...And Justice for All."
  • D. Allison Moorer
    Allison Moorer is an American singer-songwriter known for her blend of country, Americana, and roots music and her emotionally powerful vocal style.
  • E. Laura Veirs
    Laura Veirs is an American singer-songwriter and guitarist known for her lyrically rich indie folk music and critically acclaimed albums such as "Carbon Glacier" and "July Flame."
  • 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: Bonnie Timmermann
Triple: [Death and the Maiden, producer, Bonnie Timmermann]
Generated description
Bonnie Timmermann is an American casting director and film producer known for her influential work on numerous acclaimed films and television series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bonnie Timmermann
Target entity description: Bonnie Timmermann is an American casting director and film producer known for her influential work on numerous acclaimed films and television series.
  • A. Bonnie Grape
    Bonnie Grape is the overweight, housebound mother in the film "What's Eating Gilbert Grape," known for her emotional struggles and central role in the Grape family’s dynamics.
  • B. Emily Sweeney
    Emily Sweeney is a dermatologist who appears as Rajesh Koothrappali’s love interest on the television sitcom "The Big Bang Theory."
  • C. Valerie Curtin
    Valerie Curtin is an American actress and screenwriter known for her work in film and television, including co-writing the acclaimed legal drama "...And Justice for All."
  • D. Allison Moorer
    Allison Moorer is an American singer-songwriter known for her blend of country, Americana, and roots music and her emotionally powerful vocal style.
  • E. Laura Veirs
    Laura Veirs is an American singer-songwriter and guitarist known for her lyrically rich indie folk music and critically acclaimed albums such as "Carbon Glacier" and "July Flame."
  • 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_69d6ab6d8a4081908636601e69ddf262 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f91a1908190a8a4fa9da3b47933 completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f634721e948190bb8e97ef677b9f59 completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f6386304c08190b629d51fd0abcefa completed May 2, 2026, 5:46 p.m.
NED2 Entity disambiguation (via description) batch_69f63900ea248190bf59c1123ea78372 completed May 2, 2026, 5:48 p.m.
Created at: April 8, 2026, 9:54 p.m.