Triple

T22152611
Position Surface form Disambiguated ID Type / Status
Subject Johnny Jones E547449 entity
Predicate associatedWith P37 FINISHED
Object Stephen Fisher
Stephen Fisher is a relatively obscure individual known primarily through his association with Johnny Jones.
 E1521340 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: Stephen Fisher | Statement: [Johnny Jones, associatedWith, Stephen Fisher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stephen Fisher
Context triple: [Johnny Jones, associatedWith, Stephen Fisher]
  • A. Rob Fisher
    Rob Fisher is a British musician best known as one half of the pop duo Climie Fisher and previously the keyboardist and songwriter in the synth-pop duo Naked Eyes.
  • B. Bob Fisher
    Bob Fisher is an American screenwriter best known for co-writing the hit comedy film "Wedding Crashers."
  • C. Steven Fisher
    Steven Fisher, better known by his stage name Fisher Stevens, is an American actor, director, and producer recognized for roles in films like "Short Circuit" and for his work on documentaries such as the Oscar-winning "The Cove."
  • D. Ray Fiske
    Ray Fiske is a high-powered corporate attorney and key antagonist in the legal thriller TV series "Damages."
  • E. Jonathan Fisher
    Jonathan Fisher is a fictional character from the film "Street Smart," portrayed as an ambitious but morally conflicted journalist whose fabricated crime story spirals dangerously out of control.
  • 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: Stephen Fisher
Triple: [Johnny Jones, associatedWith, Stephen Fisher]
Generated description
Stephen Fisher is a relatively obscure individual known primarily through his association with Johnny Jones.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stephen Fisher
Target entity description: Stephen Fisher is a relatively obscure individual known primarily through his association with Johnny Jones.
  • A. Rob Fisher
    Rob Fisher is a British musician best known as one half of the pop duo Climie Fisher and previously the keyboardist and songwriter in the synth-pop duo Naked Eyes.
  • B. Bob Fisher
    Bob Fisher is an American screenwriter best known for co-writing the hit comedy film "Wedding Crashers."
  • C. Steven Fisher
    Steven Fisher, better known by his stage name Fisher Stevens, is an American actor, director, and producer recognized for roles in films like "Short Circuit" and for his work on documentaries such as the Oscar-winning "The Cove."
  • D. Ray Fiske
    Ray Fiske is a high-powered corporate attorney and key antagonist in the legal thriller TV series "Damages."
  • E. Jonathan Fisher
    Jonathan Fisher is a fictional character from the film "Street Smart," portrayed as an ambitious but morally conflicted journalist whose fabricated crime story spirals dangerously out of control.
  • 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_69e11e3b52088190ad5df386d01eb2fb completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f129f5a740819093628386732b91a6 completed April 28, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a9708cb288190b6b7e61d23ffe309 completed May 18, 2026, 4:35 a.m.
NEDg Description generation batch_6a0a9790deac8190bdc998971cfccc1a completed May 18, 2026, 4:37 a.m.
NED2 Entity disambiguation (via description) batch_6a0a98543b2c8190ba00964fd788bb5f completed May 18, 2026, 4:40 a.m.
Created at: April 16, 2026, 8:33 p.m.