Triple

T18453471
Position Surface form Disambiguated ID Type / Status
Subject Haymarket Media Group E450843 entity
Predicate hasBrand P1500 FINISHED
Object Haymarket Business Media
Haymarket Business Media is a division of Haymarket Media Group that publishes specialist business-to-business magazines, digital content, and events across various professional sectors.
E450843 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: Haymarket Business Media | Statement: [Haymarket Media Group, hasBrand, Haymarket Business Media]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Haymarket Business Media
Context triple: [Haymarket Media Group, hasBrand, Haymarket Business Media]
  • A. Haymarket Media Group
    Haymarket Media Group is a British media company known for publishing specialist business and consumer magazines and running professional events across various industries.
  • B. United Business Media
    United Business Media was a global business-to-business media and events company known for publishing, trade shows, and information services across various industry sectors.
  • C. American City Business Journals
    American City Business Journals is a media company that publishes local business news and information through a network of city-focused business newspapers and digital platforms across the United States.
  • D. Haymarket Books
    Haymarket Books is a radical, independent nonprofit publisher based in Chicago that focuses on progressive politics, social justice, and critical scholarship.
  • E. World Business Chicago
    World Business Chicago is a public-private economic development organization that drives business growth, investment, and innovation in the Chicago region.
  • 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: Haymarket Business Media
Triple: [Haymarket Media Group, hasBrand, Haymarket Business Media]
Generated description
Haymarket Business Media is a division of Haymarket Media Group that publishes specialist business-to-business magazines, digital content, and events across various professional sectors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Haymarket Business Media
Target entity description: Haymarket Business Media is a division of Haymarket Media Group that publishes specialist business-to-business magazines, digital content, and events across various professional sectors.
  • A. Haymarket Media Group chosen
    Haymarket Media Group is a British media company known for publishing specialist business and consumer magazines and running professional events across various industries.
  • B. United Business Media
    United Business Media was a global business-to-business media and events company known for publishing, trade shows, and information services across various industry sectors.
  • C. American City Business Journals
    American City Business Journals is a media company that publishes local business news and information through a network of city-focused business newspapers and digital platforms across the United States.
  • D. Haymarket Books
    Haymarket Books is a radical, independent nonprofit publisher based in Chicago that focuses on progressive politics, social justice, and critical scholarship.
  • E. World Business Chicago
    World Business Chicago is a public-private economic development organization that drives business growth, investment, and innovation in the Chicago region.
  • F. None of above.

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_6a043f20eb288190820e7be96bbbc416 completed May 13, 2026, 9:06 a.m.
NEDg Description generation batch_6a043fc897408190ac2f6625ce23c93d completed May 13, 2026, 9:09 a.m.
NED2 Entity disambiguation (via description) batch_6a044095d4b48190aeb30ecb37609da3 completed May 13, 2026, 9:12 a.m.
Created at: April 10, 2026, 11:31 a.m.