Triple

T17263772
Position Surface form Disambiguated ID Type / Status
Subject Fame (TV series) E419068 entity
Predicate mainCharacter P1183 FINISHED
Object Julie Miller
Julie Miller is the ambitious and talented performing arts student who serves as a central protagonist in the television series "Fame."
E1259003 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: Julie Miller | Statement: [Fame (TV series), mainCharacter, Julie Miller]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Julie Miller
Context triple: [Fame (TV series), mainCharacter, Julie Miller]
  • A. Julie Miller
    Julie Miller is an American singer-songwriter known for her work in contemporary Christian and Americana music, often collaborating with her husband Buddy Miller.
  • B. Lisa Dawn Miller
    Lisa Dawn Miller is an American singer, songwriter, producer, and daughter of Motown songwriter Ron Miller, known for preserving and promoting his musical legacy.
  • C. Tammy Miller
    Tammy Miller is known as the spouse of American actor Joel McKinnon Miller, recognized for his roles in television and film.
  • D. Cynthia Miller
    Cynthia Miller is a compassionate young midwife and nun-in-training featured in the British period drama series "Call the Midwife."
  • E. Julie James
    Julie James is the central heroine of the I Know What You Did Last Summer slasher film series, a traumatized young woman haunted and hunted after a deadly secret from her past.
  • 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: Julie Miller
Triple: [Fame (TV series), mainCharacter, Julie Miller]
Generated description
Julie Miller is the ambitious and talented performing arts student who serves as a central protagonist in the television series "Fame."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Julie Miller
Target entity description: Julie Miller is the ambitious and talented performing arts student who serves as a central protagonist in the television series "Fame."
  • A. Julie Miller
    Julie Miller is an American singer-songwriter known for her work in contemporary Christian and Americana music, often collaborating with her husband Buddy Miller.
  • B. Lisa Dawn Miller
    Lisa Dawn Miller is an American singer, songwriter, producer, and daughter of Motown songwriter Ron Miller, known for preserving and promoting his musical legacy.
  • C. Tammy Miller
    Tammy Miller is known as the spouse of American actor Joel McKinnon Miller, recognized for his roles in television and film.
  • D. Cynthia Miller
    Cynthia Miller is a compassionate young midwife and nun-in-training featured in the British period drama series "Call the Midwife."
  • E. Julie James
    Julie James is the central heroine of the I Know What You Did Last Summer slasher film series, a traumatized young woman haunted and hunted after a deadly secret from her past.
  • 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_69d886d9ab108190b70edd8d17aa1204 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42f4379848190add32ba8e5f93527 completed April 19, 2026, 1:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0171054f388190bf068ca2e6b88458 completed May 11, 2026, 6:02 a.m.
NEDg Description generation batch_6a0173faebf48190a1334a205cd9804a completed May 11, 2026, 6:15 a.m.
NED2 Entity disambiguation (via description) batch_6a0174a41204819097b9aeff2c09cffe completed May 11, 2026, 6:18 a.m.
Created at: April 10, 2026, 5:40 a.m.