Triple

T5143816
Position Surface form Disambiguated ID Type / Status
Subject Human Resistance E116020 entity
Predicate hasNotableMember P304 FINISHED
Object Blair Williams
Blair Williams is a key fighter in the human resistance against Skynet in the Terminator franchise, known for her combat skills and leadership.
E497042 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: Blair Williams | Statement: [Human Resistance, hasNotableMember, Blair Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blair Williams
Context triple: [Human Resistance, hasNotableMember, Blair Williams]
  • A. Gavin Millar
    Gavin Millar was a Scottish film and television director, critic, and producer known for his work on British dramas and literary adaptations.
  • B. Jeremy Latcham
    Jeremy Latcham is an American film producer known for his work on major genre films, including several Marvel Cinematic Universe titles and the thriller "Bad Times at the El Royale."
  • C. Ian Bryce
    Ian Bryce is a British film producer known for his work on major Hollywood blockbusters such as Saving Private Ryan and the Transformers series.
  • D. Andrew Rennison
    Andrew Rennison is a British public official known for serving as the inaugural Surveillance Camera Commissioner, overseeing the regulation and ethical use of CCTV and related surveillance technologies in the UK.
  • E. Colin Jones
    Colin Jones is a fictional character in the Bridget Jones series, known primarily as Bridget Jones’s father.
  • 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: Blair Williams
Triple: [Human Resistance, hasNotableMember, Blair Williams]
Generated description
Blair Williams is a key fighter in the human resistance against Skynet in the Terminator franchise, known for her combat skills and leadership.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blair Williams
Target entity description: Blair Williams is a key fighter in the human resistance against Skynet in the Terminator franchise, known for her combat skills and leadership.
  • A. Gavin Millar
    Gavin Millar was a Scottish film and television director, critic, and producer known for his work on British dramas and literary adaptations.
  • B. Jeremy Latcham
    Jeremy Latcham is an American film producer known for his work on major genre films, including several Marvel Cinematic Universe titles and the thriller "Bad Times at the El Royale."
  • C. Ian Bryce
    Ian Bryce is a British film producer known for his work on major Hollywood blockbusters such as Saving Private Ryan and the Transformers series.
  • D. Andrew Rennison
    Andrew Rennison is a British public official known for serving as the inaugural Surveillance Camera Commissioner, overseeing the regulation and ethical use of CCTV and related surveillance technologies in the UK.
  • E. Colin Jones
    Colin Jones is a fictional character in the Bridget Jones series, known primarily as Bridget Jones’s father.
  • 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_69bd4446c0e08190a7c29dc74976bf03 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7883004881909c763da818d9b6e2 completed March 20, 2026, 4:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69becff0df5881909d247dd3db49f6c2 completed March 21, 2026, 5:05 p.m.
NEDg Description generation batch_69bed05af0808190968e38f37b3bfad6 completed March 21, 2026, 5:07 p.m.
NED2 Entity disambiguation (via description) batch_69bed103a1088190abca6e7d1fbd9c2b completed March 21, 2026, 5:10 p.m.
Created at: March 20, 2026, 1:43 p.m.