Triple

T4222319
Position Surface form Disambiguated ID Type / Status
Subject No Doubt E94369 entity
Predicate hasFormerMember P1168 FINISHED
Object Stephen Bradley
Stephen Bradley is an American musician and trumpeter best known for performing and touring with the rock band No Doubt.
E422543 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: Stephen Bradley | Statement: [No Doubt, hasFormerMember, Stephen Bradley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephen Bradley
Context triple: [No Doubt, hasFormerMember, Stephen Bradley]
  • A. Joe Bradley
    Joe Bradley is the charming American journalist who becomes the male lead and romantic interest opposite Audrey Hepburn’s princess in the classic film "Roman Holiday."
  • B. Roger Barton
    Roger Barton is a film editor known for his work on major Hollywood blockbusters, including entries in the Star Wars and Transformers franchises.
  • C. Dennis Burkley
    Dennis Burkley was an American character actor known for his burly appearance and roles in numerous film and television productions from the 1970s through the early 2000s.
  • D. David M. Barkley
    David M. Barkley was the son of U.S. Vice President Alben W. Barkley and a member of the prominent Barkley political family.
  • E. Roy Tarpley
    Roy Tarpley was an American professional basketball player, best known as a talented but troubled Dallas Mavericks big man whose NBA career was derailed by substance abuse issues.
  • 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: Stephen Bradley
Triple: [No Doubt, hasFormerMember, Stephen Bradley]
Generated description
Stephen Bradley is an American musician and trumpeter best known for performing and touring with the rock band No Doubt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephen Bradley
Target entity description: Stephen Bradley is an American musician and trumpeter best known for performing and touring with the rock band No Doubt.
  • A. Joe Bradley
    Joe Bradley is the charming American journalist who becomes the male lead and romantic interest opposite Audrey Hepburn’s princess in the classic film "Roman Holiday."
  • B. Roger Barton
    Roger Barton is a film editor known for his work on major Hollywood blockbusters, including entries in the Star Wars and Transformers franchises.
  • C. Dennis Burkley
    Dennis Burkley was an American character actor known for his burly appearance and roles in numerous film and television productions from the 1970s through the early 2000s.
  • D. David M. Barkley
    David M. Barkley was the son of U.S. Vice President Alben W. Barkley and a member of the prominent Barkley political family.
  • E. Roy Tarpley
    Roy Tarpley was an American professional basketball player, best known as a talented but troubled Dallas Mavericks big man whose NBA career was derailed by substance abuse issues.
  • 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_69b3451997e08190851db4a9a588837d completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b34e0f4f18819089779c37c626762e completed March 12, 2026, 11:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69b59642720c81908e68a56b3d30eef9 completed March 14, 2026, 5:09 p.m.
NEDg Description generation batch_69b596cb73ac81909f83daca406ad8c4 completed March 14, 2026, 5:11 p.m.
NED2 Entity disambiguation (via description) batch_69b59a9c386081909c21ad554d403bfc completed March 14, 2026, 5:27 p.m.
Created at: March 12, 2026, 11:04 p.m.