Triple

T16500872
Position Surface form Disambiguated ID Type / Status
Subject Matt Sorum E400795 entity
Predicate associatedAct P37 FINISHED
Object Billy Duffy
Billy Duffy is an English rock guitarist best known as the lead guitarist and co-songwriter for the band The Cult.
 E1216834 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 Duffy | Statement: [Matt Sorum, associatedAct, Billy Duffy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Billy Duffy
Context triple: [Matt Sorum, associatedAct, Billy Duffy]
  • A. Mick Ward
    Mick Ward is a musician best known for his work with the band Kingfish.
  • B. Aynsley Dunbar
    Aynsley Dunbar is an English rock drummer renowned for his work with major bands and artists including Journey, Frank Zappa, and David Bowie.
  • C. Darryl James
    Darryl James is an author best known for writing the work titled "Fade."
  • D. Phil DeVille
    Phil DeVille is a mischievous, mud-loving baby boy and one of the main infant characters in the animated television series "Rugrats."
  • E. Don Ready
    Don Ready is a fast-talking, hard-living used-car liquidator known for his outrageous sales tactics and over-the-top personality in the comedy film "The Goods: Live Hard, Sell Hard."
  • 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 Duffy
Triple: [Matt Sorum, associatedAct, Billy Duffy]
Generated description
Billy Duffy is an English rock guitarist best known as the lead guitarist and co-songwriter for the band The Cult.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Billy Duffy
Target entity description: Billy Duffy is an English rock guitarist best known as the lead guitarist and co-songwriter for the band The Cult.
  • A. Mick Ward
    Mick Ward is a musician best known for his work with the band Kingfish.
  • B. Aynsley Dunbar
    Aynsley Dunbar is an English rock drummer renowned for his work with major bands and artists including Journey, Frank Zappa, and David Bowie.
  • C. Darryl James
    Darryl James is an author best known for writing the work titled "Fade."
  • D. Phil DeVille
    Phil DeVille is a mischievous, mud-loving baby boy and one of the main infant characters in the animated television series "Rugrats."
  • E. Don Ready
    Don Ready is a fast-talking, hard-living used-car liquidator known for his outrageous sales tactics and over-the-top personality in the comedy film "The Goods: Live Hard, Sell Hard."
  • 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_69d88381f6148190819958a038be990e completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32e4ddc88819081fedb726add3e96 completed April 18, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00582c6188819083eb1c1a87ce75a3 completed May 10, 2026, 10:04 a.m.
NEDg Description generation batch_6a0059cb0e8c81908745e5f5a1c64117 completed May 10, 2026, 10:11 a.m.
NED2 Entity disambiguation (via description) batch_6a005ab310f481909193c5c5fe322d2a completed May 10, 2026, 10:15 a.m.
Created at: April 10, 2026, 5:14 a.m.