Triple

T5948797
Position Surface form Disambiguated ID Type / Status
Subject Christine Hearst Schwarzman E132344 entity
Predicate hasFamilyName P18 FINISHED
Object Hearst
Hearst is a prominent American family name most famously associated with media magnate William Randolph Hearst and the influential Hearst publishing empire.
 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 | Statement: [Christine Hearst Schwarzman, hasFamilyName, Hearst]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hearst
Context triple: [Christine Hearst Schwarzman, hasFamilyName, Hearst]
  • A. Hearst
    Hearst is a small, predominantly Francophone town in northern Ontario, Canada, known for its forestry industry and strong French-Canadian cultural presence.
  • B. 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.
  • C. Pulitzer Publishing Company
    Pulitzer Publishing Company was a prominent American media firm best known for owning and operating major newspapers, including the St. Louis Post-Dispatch.
  • D. McClatchy Company
    McClatchy Company is a major American newspaper publishing firm that owns numerous regional daily papers and digital news outlets across the United States.
  • E. Press Holdings Media Group
    Press Holdings Media Group is a British media company best known for owning and publishing influential conservative-leaning titles such as The Spectator.
  • 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
Triple: [Christine Hearst Schwarzman, hasFamilyName, Hearst]
Generated description
Hearst is a prominent American family name most famously associated with media magnate William Randolph Hearst and the influential Hearst publishing empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hearst
Target entity description: Hearst is a prominent American family name most famously associated with media magnate William Randolph Hearst and the influential Hearst publishing empire.
  • A. Hearst
    Hearst is a small, predominantly Francophone town in northern Ontario, Canada, known for its forestry industry and strong French-Canadian cultural presence.
  • B. 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.
  • C. Pulitzer Publishing Company
    Pulitzer Publishing Company was a prominent American media firm best known for owning and operating major newspapers, including the St. Louis Post-Dispatch.
  • D. McClatchy Company
    McClatchy Company is a major American newspaper publishing firm that owns numerous regional daily papers and digital news outlets across the United States.
  • E. Press Holdings Media Group
    Press Holdings Media Group is a British media company best known for owning and publishing influential conservative-leaning titles such as The Spectator.
  • 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_69c00869d3308190af89b2453e0f7546 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0397deea08190b9397d0413740300 completed March 22, 2026, 6:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c08d4f0481908547609bc2736380 completed March 23, 2026, 4:24 a.m.
NEDg Description generation batch_69c0c1977ac481908e549f9951405a46 completed March 23, 2026, 4:29 a.m.
NED2 Entity disambiguation (via description) batch_69c0c20724608190aaf7cb8e03999f0d completed March 23, 2026, 4:31 a.m.
Created at: March 22, 2026, 4:01 p.m.