Triple

T2700653
Position Surface form Disambiguated ID Type / Status
Subject AC/DC E59220 entity
Predicate hasMember P10 FINISHED
Object Cliff Williams
Cliff Williams is an English musician best known as the longtime bassist and backing vocalist for the Australian rock band AC/DC.
 E295511 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: Cliff Williams | Statement: [AC/DC, hasMember, Cliff Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cliff Williams
Context triple: [AC/DC, hasMember, Cliff Williams]
  • A. Angus Young
    Angus Young is the lead guitarist, co-founder, and schoolboy-uniform-clad stage icon of the Australian rock band AC/DC.
  • B. Malcolm Young
    Malcolm Young was an Australian guitarist, songwriter, and co-founder of the hard rock band AC/DC, renowned for his powerful rhythm guitar playing and driving riffs.
  • C. Brian Johnson
    Brian Johnson is a film editor known for his work on the documentary "He Named Me Malala."
  • D. Brian Johnson
    Brian Johnson is a British rock singer best known as the longtime lead vocalist of the Australian hard rock band AC/DC.
  • E. Mike Inez
    Mike Inez is an American bassist best known for his long-time role in the rock band Alice in Chains and his previous work with Ozzy Osbourne.
  • 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: Cliff Williams
Triple: [AC/DC, hasMember, Cliff Williams]
Generated description
Cliff Williams is an English musician best known as the longtime bassist and backing vocalist for the Australian rock band AC/DC.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cliff Williams
Target entity description: Cliff Williams is an English musician best known as the longtime bassist and backing vocalist for the Australian rock band AC/DC.
  • A. Angus Young
    Angus Young is the lead guitarist, co-founder, and schoolboy-uniform-clad stage icon of the Australian rock band AC/DC.
  • B. Malcolm Young
    Malcolm Young was an Australian guitarist, songwriter, and co-founder of the hard rock band AC/DC, renowned for his powerful rhythm guitar playing and driving riffs.
  • C. Brian Johnson
    Brian Johnson is a film editor known for his work on the documentary "He Named Me Malala."
  • D. Brian Johnson
    Brian Johnson is a British rock singer best known as the longtime lead vocalist of the Australian hard rock band AC/DC.
  • E. Mike Inez
    Mike Inez is an American bassist best known for his long-time role in the rock band Alice in Chains and his previous work with Ozzy Osbourne.
  • 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_69ab4ac66bc88190b9e4afa5fc843f72 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abda4c8d34819094f5e4cbc5a4bb9b completed March 7, 2026, 7:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbba22348190a3f70439a6b21e1c completed March 10, 2026, 6:35 a.m.
NEDg Description generation batch_69afbd19f768819095804112c8862ae0 completed March 10, 2026, 6:41 a.m.
NED2 Entity disambiguation (via description) batch_69afbdbe655c8190bb870d24835e24a2 completed March 10, 2026, 6:44 a.m.
Created at: March 6, 2026, 9:55 p.m.