Triple

T10156682
Position Surface form Disambiguated ID Type / Status
Subject Grays Sports Almanac E233792 entity
Predicate publisherInFiction P18285 FINISHED
Object Gray Sports Publishing
Gray Sports Publishing is a fictional company in the "Back to the Future" film series known as the publisher of Grays Sports Almanac, a book of future sports statistics.
E844008 NE FINISHED

How this triple was built (5 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: Gray Sports Publishing | Statement: [Grays Sports Almanac, publisherInFiction, Gray Sports Publishing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gray Sports Publishing
Context triple: [Grays Sports Almanac, publisherInFiction, Gray Sports Publishing]
  • A. Setanta Sports
    Setanta Sports is a sports television network known for broadcasting live football and other sporting events across various international markets.
  • B. Triangle Publications
    Triangle Publications was a major American media company founded by Walter Annenberg, best known for publishing magazines such as TV Guide and Seventeen.
  • C. GF Sports & Entertainment
    GF Sports & Entertainment is a New York-based sports and live entertainment company that owns and operates professional teams and events.
  • D. Triple Crown Sports
    Triple Crown Sports is a sports event management company best known for organizing large-scale amateur and collegiate tournaments across the United States.
  • E. Pinnacle Books
    Pinnacle Books was an American paperback publisher known for releasing genre fiction, including science fiction titles such as issues or collections associated with Galaxy Science Fiction.
  • 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: Gray Sports Publishing
Triple: [Grays Sports Almanac, publisherInFiction, Gray Sports Publishing]
Generated description
Gray Sports Publishing is a fictional company in the "Back to the Future" film series known as the publisher of Grays Sports Almanac, a book of future sports statistics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gray Sports Publishing
Target entity description: Gray Sports Publishing is a fictional company in the "Back to the Future" film series known as the publisher of Grays Sports Almanac, a book of future sports statistics.
  • A. Setanta Sports
    Setanta Sports is a sports television network known for broadcasting live football and other sporting events across various international markets.
  • B. Triangle Publications
    Triangle Publications was a major American media company founded by Walter Annenberg, best known for publishing magazines such as TV Guide and Seventeen.
  • C. GF Sports & Entertainment
    GF Sports & Entertainment is a New York-based sports and live entertainment company that owns and operates professional teams and events.
  • D. Triple Crown Sports
    Triple Crown Sports is a sports event management company best known for organizing large-scale amateur and collegiate tournaments across the United States.
  • E. Pinnacle Books
    Pinnacle Books was an American paperback publisher known for releasing genre fiction, including science fiction titles such as issues or collections associated with Galaxy Science Fiction.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: publisherInFiction
Context triple: [Grays Sports Almanac, publisherInFiction, Gray Sports Publishing]
  • A. publisherInUniverse chosen
    Indicates that a publisher operates, exists, or is recognized within a particular fictional or conceptual universe.
  • B. novelPublisher
    Indicates that a given publisher is the company or entity responsible for publishing a particular novel.
  • C. publisherType
    Indicates the classification or category of a publisher in relation to a published work or entity.
  • D. publisherOfWorkAppearingIn
    Indicates that an entity is the publisher responsible for issuing a work in which another specified work appears (e.g., as part of a collection, volume, or compilation).
  • E. publishedAuthor
    Indicates that a person is the author of one or more works that have been formally published.
  • F. None of above.

Provenance (6 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_69ca848e80748190b91d1e04d35512c7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdec3c47dc81909679903e6024eb49 completed April 2, 2026, 4:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e65b9d4c8190b1f520ed08256372 completed April 5, 2026, 10:46 p.m.
NEDg Description generation batch_69d2e82a49e08190918e85d8b8b2e5c6 completed April 5, 2026, 10:54 p.m.
NED2 Entity disambiguation (via description) batch_69d2e8a37b388190a0d79d61573cf06d completed April 5, 2026, 10:56 p.m.
PD Predicate disambiguation batch_69cd4ba795808190acc9124c98c6e40f completed April 1, 2026, 4:45 p.m.
Created at: March 30, 2026, 9:09 p.m.