Triple

T1736885
Position Surface form Disambiguated ID Type / Status
Subject Hearst Communications E37938 entity
Predicate hasBusinessDivision P7588 FINISHED
Object Hearst Health
Hearst Health is the healthcare information and analytics division of Hearst Communications, providing clinical, pharmacy, and population health solutions to improve care quality and outcomes.
E37938 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: Hearst Health | Statement: [Hearst Communications, hasBusinessDivision, Hearst Health]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hearst Health
Context triple: [Hearst Communications, hasBusinessDivision, Hearst Health]
  • A. Hearst Communications
    Hearst Communications is a major American mass media and business information conglomerate with interests in television, cable networks, magazines, newspapers, and digital media.
  • B. Cox Media Group
    Cox Media Group is a major American media conglomerate that owns and operates television stations, radio stations, and digital media properties across numerous U.S. markets.
  • C. Atlantic Media
    Atlantic Media is an American media company best known for owning and operating influential publications such as The Atlantic.
  • D. Allen Media Group
    Allen Media Group is a media conglomerate founded by Byron Allen that owns and operates a wide portfolio of television networks, film and TV production companies, and digital media properties.
  • E. Meredith Corporation
    Meredith Corporation was a major American media and marketing company best known for its portfolio of lifestyle magazines and television broadcasting assets.
  • 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: Hearst Health
Triple: [Hearst Communications, hasBusinessDivision, Hearst Health]
Generated description
Hearst Health is the healthcare information and analytics division of Hearst Communications, providing clinical, pharmacy, and population health solutions to improve care quality and outcomes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hearst Health
Target entity description: Hearst Health is the healthcare information and analytics division of Hearst Communications, providing clinical, pharmacy, and population health solutions to improve care quality and outcomes.
  • A. Hearst Communications chosen
    Hearst Communications is a major American mass media and business information conglomerate with interests in television, cable networks, magazines, newspapers, and digital media.
  • B. Cox Media Group
    Cox Media Group is a major American media conglomerate that owns and operates television stations, radio stations, and digital media properties across numerous U.S. markets.
  • C. Atlantic Media
    Atlantic Media is an American media company best known for owning and operating influential publications such as The Atlantic.
  • D. Allen Media Group
    Allen Media Group is a media conglomerate founded by Byron Allen that owns and operates a wide portfolio of television networks, film and TV production companies, and digital media properties.
  • E. Meredith Corporation
    Meredith Corporation was a major American media and marketing company best known for its portfolio of lifestyle magazines and television broadcasting assets.
  • 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_69a8861cc6ac8190ac0b2e31ccf62851 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa63a47cd481909c211e4da7f5dfe9 completed March 6, 2026, 5:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8b008b7881909ac568af010bcf99 completed March 8, 2026, 2:43 p.m.
NEDg Description generation batch_69ad979dc1dc81908b64e57298ae6017 completed March 8, 2026, 3:37 p.m.
NED2 Entity disambiguation (via description) batch_69ad9836f4c8819098ba033b5f0d2a33 completed March 8, 2026, 3:39 p.m.
Created at: March 4, 2026, 7:30 p.m.