Triple

T16474373
Position Surface form Disambiguated ID Type / Status
Subject Z: The Beginning of Everything E400148 entity
Predicate star P23405 FINISHED
Object Gavin Stenhouse
Gavin Stenhouse is a British actor known for his work in television and film, including roles in series such as "Z: The Beginning of Everything" and "Allegiance."
 E1225512 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: Gavin Stenhouse | Statement: [Z: The Beginning of Everything, star, Gavin Stenhouse]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gavin Stenhouse
Context triple: [Z: The Beginning of Everything, star, Gavin Stenhouse]
  • A. Gavin Dunbar
    Gavin Dunbar was a 16th-century Scottish bishop and royal official known for his influential role in church and civic affairs, including major building and charitable projects.
  • B. Gavin Millar
    Gavin Millar was a Scottish film and television director, critic, and producer known for his work on British dramas and literary adaptations.
  • C. Gavin Reid
    Gavin Reid is a musician best known as a former member of the Scottish post-rock band Mogwai.
  • D. Gavin Taylor
    Gavin Taylor was a British television and music video director best known for his work on high-profile concert films and music videos for major rock acts.
  • E. Gavin Esler
    Gavin Esler is a British journalist, author, and television presenter best known for his long career as a BBC news anchor and political commentator.
  • 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: Gavin Stenhouse
Triple: [Z: The Beginning of Everything, star, Gavin Stenhouse]
Generated description
Gavin Stenhouse is a British actor known for his work in television and film, including roles in series such as "Z: The Beginning of Everything" and "Allegiance."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gavin Stenhouse
Target entity description: Gavin Stenhouse is a British actor known for his work in television and film, including roles in series such as "Z: The Beginning of Everything" and "Allegiance."
  • A. Gavin Dunbar
    Gavin Dunbar was a 16th-century Scottish bishop and royal official known for his influential role in church and civic affairs, including major building and charitable projects.
  • B. Gavin Millar
    Gavin Millar was a Scottish film and television director, critic, and producer known for his work on British dramas and literary adaptations.
  • C. Gavin Reid
    Gavin Reid is a musician best known as a former member of the Scottish post-rock band Mogwai.
  • D. Gavin Taylor
    Gavin Taylor was a British television and music video director best known for his work on high-profile concert films and music videos for major rock acts.
  • E. Gavin Esler
    Gavin Esler is a British journalist, author, and television presenter best known for his long career as a BBC news anchor and political commentator.
  • 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_69d883813098819084f5409539723b59 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32dd32e048190a9eadd32d6b9374c completed April 18, 2026, 7:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0084aa47408190abe2ffaab84cdd85 completed May 10, 2026, 1:14 p.m.
NEDg Description generation batch_6a0085c047f081908d7aa4b8ae5194b9 completed May 10, 2026, 1:18 p.m.
NED2 Entity disambiguation (via description) batch_6a00863e69548190bb8508428c139e05 completed May 10, 2026, 1:21 p.m.
Created at: April 10, 2026, 5:13 a.m.