Triple
T1736854
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hearst Communications |
E37938
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Hearst Business Media
Hearst Business Media is a division of Hearst Communications that provides specialized business information, data, and services across industries such as healthcare, finance, and transportation.
|
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 Business Media | Statement: [Hearst Communications, hasSubsidiary, Hearst Business Media]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hearst Business Media Context triple: [Hearst Communications, hasSubsidiary, Hearst Business Media]
-
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.
Forbes Global Media Holdings
Forbes Global Media Holdings is the parent company that controls the Forbes brand and its global media, publishing, and business information operations.
-
D.
Time Inc.
Time Inc. was a major American media company best known for publishing influential magazines such as Time, Life, Sports Illustrated, and Fortune.
-
E.
Hearst
Hearst is a small, predominantly Francophone town in northern Ontario, Canada, known for its forestry industry and strong French-Canadian cultural presence.
- 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 Business Media Triple: [Hearst Communications, hasSubsidiary, Hearst Business Media]
Generated description
Hearst Business Media is a division of Hearst Communications that provides specialized business information, data, and services across industries such as healthcare, finance, and transportation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hearst Business Media Target entity description: Hearst Business Media is a division of Hearst Communications that provides specialized business information, data, and services across industries such as healthcare, finance, and transportation.
-
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.
Forbes Global Media Holdings
Forbes Global Media Holdings is the parent company that controls the Forbes brand and its global media, publishing, and business information operations.
-
D.
Time Inc.
Time Inc. was a major American media company best known for publishing influential magazines such as Time, Life, Sports Illustrated, and Fortune.
-
E.
Hearst
Hearst is a small, predominantly Francophone town in northern Ontario, Canada, known for its forestry industry and strong French-Canadian cultural presence.
- 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_69adeaca5f348190a8c1be9948d960e6 |
completed | March 8, 2026, 9:31 p.m. |
| NEDg | Description generation | batch_69adeb6e8fe08190a4732d42aa15ee8e |
completed | March 8, 2026, 9:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adebea03a08190bd055e3e6460b5f4 |
completed | March 8, 2026, 9:36 p.m. |
Created at: March 4, 2026, 7:30 p.m.