Triple

T18574765
Position Surface form Disambiguated ID Type / Status
Subject Substack E453956 entity
Predicate foundedBy P104 FINISHED
Object Hamish McKenzie
Hamish McKenzie is a writer and entrepreneur best known as a co-founder of the newsletter and publishing platform Substack.
E1331573 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: Hamish McKenzie | Statement: [Substack, foundedBy, Hamish McKenzie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hamish McKenzie
Context triple: [Substack, foundedBy, Hamish McKenzie]
  • A. Bat MacPherson
    Bat MacPherson is a central character in the 1939 adventure film "Only Angels Have Wings," portrayed as a skilled but morally conflicted pilot whose past actions create tension among his fellow fliers.
  • B. Hamish McAlpine
    Hamish McAlpine is a British film producer and founder of the independent distribution company Tartan Films, known for backing provocative and art-house cinema.
  • C. John McLeod
    John McLeod was a Scottish composer known for his orchestral works and film scores, including the music for the 1983 film "Another Time, Another Place."
  • D. Ian Mackenzie Jeffers
    Ian Mackenzie Jeffers is an American writer and playwright best known for penning the short story and co-writing the screenplay that inspired the survival thriller film "The Grey."
  • E. Guy McElwaine
    Guy McElwaine was an American film producer and talent agent known for his work in Hollywood during the late 20th century.
  • 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: Hamish McKenzie
Triple: [Substack, foundedBy, Hamish McKenzie]
Generated description
Hamish McKenzie is a writer and entrepreneur best known as a co-founder of the newsletter and publishing platform Substack.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hamish McKenzie
Target entity description: Hamish McKenzie is a writer and entrepreneur best known as a co-founder of the newsletter and publishing platform Substack.
  • A. Bat MacPherson
    Bat MacPherson is a central character in the 1939 adventure film "Only Angels Have Wings," portrayed as a skilled but morally conflicted pilot whose past actions create tension among his fellow fliers.
  • B. Hamish McAlpine
    Hamish McAlpine is a British film producer and founder of the independent distribution company Tartan Films, known for backing provocative and art-house cinema.
  • C. John McLeod
    John McLeod was a Scottish composer known for his orchestral works and film scores, including the music for the 1983 film "Another Time, Another Place."
  • D. Ian Mackenzie Jeffers
    Ian Mackenzie Jeffers is an American writer and playwright best known for penning the short story and co-writing the screenplay that inspired the survival thriller film "The Grey."
  • E. Guy McElwaine
    Guy McElwaine was an American film producer and talent agent known for his work in Hollywood during the late 20th century.
  • 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_69d8d38974308190a9174430ef256b73 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e543c8c0608190afc99235006bf87f completed April 19, 2026, 9:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a04f888bffc819083c8ea4490a53e57 completed May 13, 2026, 10:17 p.m.
NEDg Description generation batch_6a04f934be088190916350d9209c1d7d completed May 13, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_6a04f9cbff948190ab189a933a1f7e6d completed May 13, 2026, 10:23 p.m.
Created at: April 10, 2026, 11:43 a.m.