Triple

T11797313
Position Surface form Disambiguated ID Type / Status
Subject Trinity–Spadina E280532 entity
Predicate notableMP P304 FINISHED
Object Adam Vaughan
Adam Vaughan is a Canadian journalist-turned-politician who served as a Liberal Member of Parliament for a downtown Toronto riding and was known for his focus on urban affairs and housing issues.
 E947852 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: Adam Vaughan | Statement: [Trinity–Spadina, notableMP, Adam Vaughan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Adam Vaughan
Context triple: [Trinity–Spadina, notableMP, Adam Vaughan]
  • A. Tim Vaughan
    Tim Vaughan is a television producer best known for his executive production work on the action-drama series "Strike Back."
  • B. Matt Gavin
    Matt Gavin is a central fictional character closely associated with the protagonist Jade in their shared narrative.
  • C. Tony Puryear
    Tony Puryear is an American screenwriter best known for co-writing the 1996 action film "Eraser" starring Arnold Schwarzenegger.
  • D. Gavin Scott
    Gavin Scott is a British screenwriter and producer known for his work on fantasy and historical adaptations for film and television.
  • E. Ben Aldridge
    Ben Aldridge is a British actor known for his roles in television series such as "Pennyworth," "Fleabag," and "Our Girl," as well as films like "Knock at the Cabin."
  • 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: Adam Vaughan
Triple: [Trinity–Spadina, notableMP, Adam Vaughan]
Generated description
Adam Vaughan is a Canadian journalist-turned-politician who served as a Liberal Member of Parliament for a downtown Toronto riding and was known for his focus on urban affairs and housing issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Adam Vaughan
Target entity description: Adam Vaughan is a Canadian journalist-turned-politician who served as a Liberal Member of Parliament for a downtown Toronto riding and was known for his focus on urban affairs and housing issues.
  • A. Tim Vaughan
    Tim Vaughan is a television producer best known for his executive production work on the action-drama series "Strike Back."
  • B. Matt Gavin
    Matt Gavin is a central fictional character closely associated with the protagonist Jade in their shared narrative.
  • C. Tony Puryear
    Tony Puryear is an American screenwriter best known for co-writing the 1996 action film "Eraser" starring Arnold Schwarzenegger.
  • D. Gavin Scott
    Gavin Scott is a British screenwriter and producer known for his work on fantasy and historical adaptations for film and television.
  • E. Ben Aldridge
    Ben Aldridge is a British actor known for his roles in television series such as "Pennyworth," "Fleabag," and "Our Girl," as well as films like "Knock at the Cabin."
  • 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_69d6ab258b808190b1735835c841e3a4 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5a1cda0819092d66a82fd882786 completed April 10, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69f131110aa081909aa0b0d532e473a5 completed April 28, 2026, 10:13 p.m.
NEDg Description generation batch_69f14e879aa88190a95f13e23dd346f4 completed April 29, 2026, 12:19 a.m.
NED2 Entity disambiguation (via description) batch_69f156fa5cc48190a43c1d2e5df346fe completed April 29, 2026, 12:55 a.m.
Created at: April 8, 2026, 9:42 p.m.