Triple

T3342077
Position Surface form Disambiguated ID Type / Status
Subject Ally McBeal E70280 entity
Predicate character P662 FINISHED
Object Billy Thomas
Billy Thomas is a central character on the television series "Ally McBeal," known as Ally's former childhood sweetheart and colleague whose complicated relationship with her drives much of the show's emotional drama.
 E349932 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: Billy Thomas | Statement: [Ally McBeal, character, Billy Thomas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Billy Thomas
Context triple: [Ally McBeal, character, Billy Thomas]
  • A. Tony Thomas
    Tony Thomas is an American television and film producer best known for co-founding Witt/Thomas Productions and producing popular sitcoms such as "The Golden Girls."
  • B. Dean Thomas
    Dean Thomas is a fictional Gryffindor student and member of Dumbledore's Army in J.K. Rowling's Harry Potter series.
  • C. J. T. Thomas
    J. T. Thomas is a former NFL cornerback best known for his key role on the Pittsburgh Steelers’ dominant 1970s teams that won multiple Super Bowls.
  • D. John Thomas
    John Thomas is an American cinematographer best known for his work on the Sex and the City television series and its film adaptations.
  • E. Jeremy Thomas
    Jeremy Thomas is a renowned British film producer known for his work on acclaimed independent and art-house films, including multiple collaborations with prominent directors.
  • 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: Billy Thomas
Triple: [Ally McBeal, character, Billy Thomas]
Generated description
Billy Thomas is a central character on the television series "Ally McBeal," known as Ally's former childhood sweetheart and colleague whose complicated relationship with her drives much of the show's emotional drama.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Billy Thomas
Target entity description: Billy Thomas is a central character on the television series "Ally McBeal," known as Ally's former childhood sweetheart and colleague whose complicated relationship with her drives much of the show's emotional drama.
  • A. Tony Thomas
    Tony Thomas is an American television and film producer best known for co-founding Witt/Thomas Productions and producing popular sitcoms such as "The Golden Girls."
  • B. Dean Thomas
    Dean Thomas is a fictional Gryffindor student and member of Dumbledore's Army in J.K. Rowling's Harry Potter series.
  • C. J. T. Thomas
    J. T. Thomas is a former NFL cornerback best known for his key role on the Pittsburgh Steelers’ dominant 1970s teams that won multiple Super Bowls.
  • D. John Thomas
    John Thomas is an American cinematographer best known for his work on the Sex and the City television series and its film adaptations.
  • E. Jeremy Thomas
    Jeremy Thomas is a renowned British film producer known for his work on acclaimed independent and art-house films, including multiple collaborations with prominent directors.
  • 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_69ad85a405e48190b6e68de7cf9f319e completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb1ee711481909c0d921f1b5b8562 completed March 8, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a946ba88190bd40ba7481baf28d completed March 12, 2026, 7:57 p.m.
NEDg Description generation batch_69b31c3aaba48190b203e344d71080f3 completed March 12, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69b31da28a04819096e7ced5f123592a completed March 12, 2026, 8:10 p.m.
Created at: March 8, 2026, 3:12 p.m.