Triple

T18453432
Position Surface form Disambiguated ID Type / Status
Subject Haymarket Media Group E450843 entity
Predicate foundedBy P104 FINISHED
Object Clive Labovitch
Clive Labovitch is a media entrepreneur best known as a co-founder of the international publishing and communications company Haymarket Media Group.
E1325863 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: Clive Labovitch | Statement: [Haymarket Media Group, foundedBy, Clive Labovitch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clive Labovitch
Context triple: [Haymarket Media Group, foundedBy, Clive Labovitch]
  • A. Julian Gross
    Julian Gross is a musician best known as the former drummer of the experimental rock band Liars.
  • B. David Levy
    David Levy was an American television producer and writer best known for developing and producing the original 1964 TV adaptation of "The Addams Family."
  • C. David Levy
    David Levy is a film producer known for his work on the acclaimed British mystery drama "Gosford Park."
  • D. Stephen Lipson
    Stephen Lipson is a British record producer, guitarist, and songwriter known for his work with artists such as Grace Jones, Annie Lennox, and Frankie Goes to Hollywood.
  • E. Michael Fishman
    Michael Fishman is an American actor best known for playing D.J. Conner on the long-running sitcom "Roseanne" and its revival.
  • 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: Clive Labovitch
Triple: [Haymarket Media Group, foundedBy, Clive Labovitch]
Generated description
Clive Labovitch is a media entrepreneur best known as a co-founder of the international publishing and communications company Haymarket Media Group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clive Labovitch
Target entity description: Clive Labovitch is a media entrepreneur best known as a co-founder of the international publishing and communications company Haymarket Media Group.
  • A. Julian Gross
    Julian Gross is a musician best known as the former drummer of the experimental rock band Liars.
  • B. David Levy
    David Levy was an American television producer and writer best known for developing and producing the original 1964 TV adaptation of "The Addams Family."
  • C. David Levy
    David Levy is a film producer known for his work on the acclaimed British mystery drama "Gosford Park."
  • D. Stephen Lipson
    Stephen Lipson is a British record producer, guitarist, and songwriter known for his work with artists such as Grace Jones, Annie Lennox, and Frankie Goes to Hollywood.
  • E. Michael Fishman
    Michael Fishman is an American actor best known for playing D.J. Conner on the long-running sitcom "Roseanne" and its revival.
  • 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_69d8d38345688190b565eac2e4cd7935 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5264a49ec8190aa43381d93a55e91 completed April 19, 2026, 7 p.m.
NED1 Entity disambiguation (via context triple) batch_6a040fe5eb1081909ecdf53f4b6b9370 completed May 13, 2026, 5:45 a.m.
NEDg Description generation batch_6a043a81cd58819089df50804870952e completed May 13, 2026, 8:46 a.m.
NED2 Entity disambiguation (via description) batch_6a043c0580048190afd9fe46e6863918 completed May 13, 2026, 8:53 a.m.
Created at: April 10, 2026, 11:31 a.m.