Triple

T16526827
Position Surface form Disambiguated ID Type / Status
Subject Lo-Fidelity Allstars E401461 entity
Predicate member P10 FINISHED
Object Phil Ward
Phil Ward is a musician best known as a member of the British electronic big beat group Lo-Fidelity Allstars.
 E1259779 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: Phil Ward | Statement: [Lo-Fidelity Allstars, member, Phil Ward]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Phil Ward
Context triple: [Lo-Fidelity Allstars, member, Phil Ward]
  • A. Alan Ward
    Alan Ward is a determined and idealistic FBI agent in the film "Mississippi Burning," who leads a federal investigation into the racially motivated murders of civil rights workers in 1960s Mississippi.
  • B. Ian Ward
    Ian Ward is a personal name shared by several notable individuals, including professionals in fields such as sports, academia, and the arts.
  • C. Joe Ward
    Joe Ward is a professional boxer from Ireland known for his success as an amateur, including multiple European Championship titles and World Championship medals.
  • D. Tom Ward
    Tom Ward is the young apprentice of a mystical warrior who discovers and hones his supernatural abilities to battle dark forces in the fantasy film "Seventh Son."
  • E. Tom Ward
    Tom Ward is an American sports executive best known for serving as president of the Birmingham Iron football team in the Alliance of American Football.
  • 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: Phil Ward
Triple: [Lo-Fidelity Allstars, member, Phil Ward]
Generated description
Phil Ward is a musician best known as a member of the British electronic big beat group Lo-Fidelity Allstars.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Phil Ward
Target entity description: Phil Ward is a musician best known as a member of the British electronic big beat group Lo-Fidelity Allstars.
  • A. Alan Ward
    Alan Ward is a determined and idealistic FBI agent in the film "Mississippi Burning," who leads a federal investigation into the racially motivated murders of civil rights workers in 1960s Mississippi.
  • B. Ian Ward
    Ian Ward is a personal name shared by several notable individuals, including professionals in fields such as sports, academia, and the arts.
  • C. Joe Ward
    Joe Ward is a professional boxer from Ireland known for his success as an amateur, including multiple European Championship titles and World Championship medals.
  • D. Tom Ward
    Tom Ward is the young apprentice of a mystical warrior who discovers and hones his supernatural abilities to battle dark forces in the fantasy film "Seventh Son."
  • E. Tom Ward
    Tom Ward is an American sports executive best known for serving as president of the Birmingham Iron football team in the Alliance of American Football.
  • 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_69d883838abc8190bc79cb2d41733ce2 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32ed4b8a08190b5f179fc583001a6 completed April 18, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0179313470819090351e937ea34701 completed May 11, 2026, 6:37 a.m.
NEDg Description generation batch_6a01798f94948190ae8021e5d4119ca1 completed May 11, 2026, 6:39 a.m.
NED2 Entity disambiguation (via description) batch_6a0179e4d5148190bf8049a5e0063852 completed May 11, 2026, 6:40 a.m.
Created at: April 10, 2026, 5:14 a.m.