Triple

T14474785
Position Surface form Disambiguated ID Type / Status
Subject Animal Liberation Orchestra E358939 entity
Predicate formerMember P1168 FINISHED
Object Rob Humphreys
Rob Humphreys is a musician best known for his past role as a member of the California-based rock band Animal Liberation Orchestra (ALO).
E1133672 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: Rob Humphreys | Statement: [Animal Liberation Orchestra, formerMember, Rob Humphreys]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rob Humphreys
Context triple: [Animal Liberation Orchestra, formerMember, Rob Humphreys]
  • A. Andrew Humphrey
    Andrew Humphrey was a senior Royal Air Force officer who rose to become Chief of the Air Staff and later Chief of the Defence Staff in the United Kingdom.
  • B. Roger Lupton
    Roger Lupton was a 16th-century English clergyman and educational benefactor best known for his role in establishing Sedbergh School.
  • C. Richard Hiscott
    Richard Hiscott is an editor known for his work on the television series "Willow."
  • D. Ian Rumfitt
    Ian Rumfitt is a British philosopher best known for his work in the philosophy of language and logic, particularly on meaning, truth, and inferentialism.
  • E. Bob Jessop
    Bob Jessop is a British Marxist state theorist and sociologist known for his strategic-relational approach to the state and influential work on political economy and governance.
  • 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: Rob Humphreys
Triple: [Animal Liberation Orchestra, formerMember, Rob Humphreys]
Generated description
Rob Humphreys is a musician best known for his past role as a member of the California-based rock band Animal Liberation Orchestra (ALO).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rob Humphreys
Target entity description: Rob Humphreys is a musician best known for his past role as a member of the California-based rock band Animal Liberation Orchestra (ALO).
  • A. Andrew Humphrey
    Andrew Humphrey was a senior Royal Air Force officer who rose to become Chief of the Air Staff and later Chief of the Defence Staff in the United Kingdom.
  • B. Roger Lupton
    Roger Lupton was a 16th-century English clergyman and educational benefactor best known for his role in establishing Sedbergh School.
  • C. Richard Hiscott
    Richard Hiscott is an editor known for his work on the television series "Willow."
  • D. Ian Rumfitt
    Ian Rumfitt is a British philosopher best known for his work in the philosophy of language and logic, particularly on meaning, truth, and inferentialism.
  • E. Bob Jessop
    Bob Jessop is a British Marxist state theorist and sociologist known for his strategic-relational approach to the state and influential work on political economy and governance.
  • 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_69d827966698819082e140837737501d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de91fc1fc48190842b09aa03ba79f8 completed April 14, 2026, 7:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe9db810c481908dde925ff90f3fa0 completed May 9, 2026, 2:36 a.m.
NEDg Description generation batch_69fea091cc3c8190bf4e7f15ef53d789 completed May 9, 2026, 2:48 a.m.
NED2 Entity disambiguation (via description) batch_69fea0e54d1c8190bc30f29c965e73f6 completed May 9, 2026, 2:50 a.m.
Created at: April 10, 2026, 1:20 a.m.