Triple

T13004961
Position Surface form Disambiguated ID Type / Status
Subject Clueless (stage musical) E322261 entity
Predicate lyricsBy P1141 FINISHED
Object Amy Heckerling E322250 NE FINISHED

How this triple was built (2 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 Heckerling | Statement: [Clueless (stage musical), lyricsBy, Amy Heckerling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amy Heckerling
Context triple: [Clueless (stage musical), lyricsBy, Amy Heckerling]
  • A. Amy Heckerling chosen
    Amy Heckerling is an American film director, producer, and screenwriter best known for influential comedies such as "Fast Times at Ridgemont High" and "Clueless."
  • B. Laura Ziskin
    Laura Ziskin was an American film and television producer best known for her work on the Spider-Man film franchise and for being the first woman to solo-produce the Academy Awards telecast.
  • C. Mary Harron
    Mary Harron is a Canadian filmmaker and screenwriter best known for her stylish, psychologically incisive films exploring gender, power, and violence, including the cult classic adaptation of American Psycho.
  • D. Allison Anders
    Allison Anders is an American independent film director and screenwriter known for character-driven dramas such as "Gas Food Lodging" and her segment in the anthology film "Four Rooms."
  • E. Lee Russell
    Lee Russell was an American photographer known for his work documenting rural life and poverty in the United States as part of the Farm Security Administration project during the Great Depression.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d807657e8c8190bd9435ee2f823845 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e9a2a448190968833354280e474 completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f70a1ee5d08190ace265c5f15d8d30 completed May 3, 2026, 8:41 a.m.
Created at: April 9, 2026, 8:48 p.m.