Triple

T9578918
Position Surface form Disambiguated ID Type / Status
Subject Clueless (TV series) E231118 entity
Predicate starring P1507 FINISHED
Object Nicole Bilderback
Nicole Bilderback is an American actress best known for her roles in teen-oriented films and television series, including the TV adaptation of "Clueless."
E817321 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: Nicole Bilderback | Statement: [Clueless (TV series), starring, Nicole Bilderback]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nicole Bilderback
Context triple: [Clueless (TV series), starring, Nicole Bilderback]
  • A. Connie Snyder
    Connie Snyder is an American philanthropist and co-founder of the Ballmer Group, known for her work supporting children’s welfare, education, and social services.
  • B. Ann Kirkpatrick
    Ann Kirkpatrick is an American politician and attorney best known for serving multiple terms as a U.S. Representative from Arizona.
  • C. Sharron Hunt
    Sharron Hunt is an American businesswoman and sports executive best known as a member of the prominent Hunt family that owns the Kansas City Chiefs.
  • D. Nicole Barnhart
    Nicole Barnhart is an American soccer goalkeeper who has played for the U.S. women’s national team and in the National Women's Soccer League.
  • E. Gayle Moran
    Gayle Moran is an American vocalist and keyboardist best known for her work with jazz fusion groups like the Mahavishnu Orchestra and Return to Forever, as well as for her collaborations with her husband, pianist Chick Corea.
  • 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: Nicole Bilderback
Triple: [Clueless (TV series), starring, Nicole Bilderback]
Generated description
Nicole Bilderback is an American actress best known for her roles in teen-oriented films and television series, including the TV adaptation of "Clueless."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nicole Bilderback
Target entity description: Nicole Bilderback is an American actress best known for her roles in teen-oriented films and television series, including the TV adaptation of "Clueless."
  • A. Connie Snyder
    Connie Snyder is an American philanthropist and co-founder of the Ballmer Group, known for her work supporting children’s welfare, education, and social services.
  • B. Ann Kirkpatrick
    Ann Kirkpatrick is an American politician and attorney best known for serving multiple terms as a U.S. Representative from Arizona.
  • C. Sharron Hunt
    Sharron Hunt is an American businesswoman and sports executive best known as a member of the prominent Hunt family that owns the Kansas City Chiefs.
  • D. Nicole Barnhart
    Nicole Barnhart is an American soccer goalkeeper who has played for the U.S. women’s national team and in the National Women's Soccer League.
  • E. Gayle Moran
    Gayle Moran is an American vocalist and keyboardist best known for her work with jazz fusion groups like the Mahavishnu Orchestra and Return to Forever, as well as for her collaborations with her husband, pianist Chick Corea.
  • 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_69ca848091c48190bc313d6620d09555 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd99aece1081908287e03106de020f completed April 1, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19f60aa508190b3966f4b917c41b5 completed April 4, 2026, 11:31 p.m.
NEDg Description generation batch_69d1a3cc5420819091ee338da5afe4b7 completed April 4, 2026, 11:50 p.m.
NED2 Entity disambiguation (via description) batch_69d1a5f265148190af432e3640221a33 completed April 4, 2026, 11:59 p.m.
Created at: March 30, 2026, 8:05 p.m.