Triple

T3014133
Position Surface form Disambiguated ID Type / Status
Subject Brent Thomas E82294 entity
Predicate employer P7 FINISHED
Object Apple (as advertising writer/creative, project-based)
Apple (as advertising writer/creative, project-based) is a major technology company that engages freelance and contract creatives to develop advertising concepts and campaigns for its products and brand.
 E318680 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: Apple (as advertising writer/creative, project-based) | Statement: [Brent Thomas, employer, Apple (as advertising writer/creative, project-based)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Apple (as advertising writer/creative, project-based)
Context triple: [Brent Thomas, employer, Apple (as advertising writer/creative, project-based)]
  • A. Chiat/Day
    Chiat/Day is a pioneering American advertising agency best known for creating Apple’s iconic “1984” Super Bowl commercial and other influential, award-winning campaigns.
  • B. Apple "Think Different" campaign
    The Apple "Think Different" campaign was a landmark late-1990s advertising initiative that revitalized Apple's brand by celebrating creativity and nonconformity through iconic black-and-white portraits of historical visionaries.
  • C. Apple
    Apple is a widely cultivated fruit known for its crisp texture, sweet-tart flavor, and central role in cuisines and agricultural traditions around the world.
  • D. FCB
    FCB is the abbreviation commonly used for the Cuban Baseball Federation, the governing body for organized baseball in Cuba.
  • E. Apple Macintosh launch campaign
    The Apple Macintosh launch campaign was a groundbreaking 1984 advertising effort, best known for its iconic “1984” Super Bowl commercial that introduced the Macintosh as a revolutionary alternative to conformity in personal computing.
  • 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: Apple (as advertising writer/creative, project-based)
Triple: [Brent Thomas, employer, Apple (as advertising writer/creative, project-based)]
Generated description
Apple (as advertising writer/creative, project-based) is a major technology company that engages freelance and contract creatives to develop advertising concepts and campaigns for its products and brand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Apple (as advertising writer/creative, project-based)
Target entity description: Apple (as advertising writer/creative, project-based) is a major technology company that engages freelance and contract creatives to develop advertising concepts and campaigns for its products and brand.
  • A. Chiat/Day
    Chiat/Day is a pioneering American advertising agency best known for creating Apple’s iconic “1984” Super Bowl commercial and other influential, award-winning campaigns.
  • B. Apple "Think Different" campaign
    The Apple "Think Different" campaign was a landmark late-1990s advertising initiative that revitalized Apple's brand by celebrating creativity and nonconformity through iconic black-and-white portraits of historical visionaries.
  • C. Apple
    Apple is a widely cultivated fruit known for its crisp texture, sweet-tart flavor, and central role in cuisines and agricultural traditions around the world.
  • D. FCB
    FCB is the abbreviation commonly used for the Cuban Baseball Federation, the governing body for organized baseball in Cuba.
  • E. Apple Macintosh launch campaign
    The Apple Macintosh launch campaign was a groundbreaking 1984 advertising effort, best known for its iconic “1984” Super Bowl commercial that introduced the Macintosh as a revolutionary alternative to conformity in personal computing.
  • F. None of above. chosen

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_69ad8b1eb53481908c39bbcd1ec104b2 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9a69e8148190a97507740c9d26a8 completed March 8, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b12e67e2f88190aa7046e93f3e4126 completed March 11, 2026, 8:57 a.m.
NEDg Description generation batch_69b12f07ec088190a63e30f8a1f7937a completed March 11, 2026, 8:59 a.m.
NED2 Entity disambiguation (via description) batch_69b1cb6571388190970bae846bfc57a2 completed March 11, 2026, 8:07 p.m.
Created at: March 8, 2026, 3 p.m.