Triple

T11203421
Position Surface form Disambiguated ID Type / Status
Subject United Talent Agency E265096 entity
Predicate hasDivision P35 FINISHED
Object UTA Marketing
UTA Marketing is the brand consulting and marketing division of United Talent Agency, specializing in connecting companies with entertainment, sports, and cultural partnerships.
E911122 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: UTA Marketing | Statement: [United Talent Agency, hasDivision, UTA Marketing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UTA Marketing
Context triple: [United Talent Agency, hasDivision, UTA Marketing]
  • A. UTA
    UTA is the ICAO airline designator used to identify UTair Aviation in international aviation operations.
  • B. UTA
    UTA is a large public research university located in Arlington, Texas, known for its diverse student body and strong engineering, business, and nursing programs.
  • C. UTA
    UTA is the public-facing brand name of the Utah Transit Authority, which operates bus, light rail, commuter rail, and other transit services across the Wasatch Front in Utah.
  • D. UTA
    UTA is the three-letter IATA airport code assigned to Mutare Airport in Zimbabwe.
  • E. UTA Board of Trustees
    The UTA Board of Trustees is the governing body that oversees policy, planning, and strategic direction for the Utah Transit Authority’s public transportation services.
  • 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: UTA Marketing
Triple: [United Talent Agency, hasDivision, UTA Marketing]
Generated description
UTA Marketing is the brand consulting and marketing division of United Talent Agency, specializing in connecting companies with entertainment, sports, and cultural partnerships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UTA Marketing
Target entity description: UTA Marketing is the brand consulting and marketing division of United Talent Agency, specializing in connecting companies with entertainment, sports, and cultural partnerships.
  • A. UTA
    UTA is a large public research university located in Arlington, Texas, known for its diverse student body and strong engineering, business, and nursing programs.
  • B. UTA
    UTA is the public-facing brand name of the Utah Transit Authority, which operates bus, light rail, commuter rail, and other transit services across the Wasatch Front in Utah.
  • C. UTA
    UTA is the ICAO airline designator used to identify UTair Aviation in international aviation operations.
  • D. UTA
    UTA is the three-letter IATA airport code assigned to Mutare Airport in Zimbabwe.
  • E. UTA Board of Trustees
    The UTA Board of Trustees is the governing body that oversees policy, planning, and strategic direction for the Utah Transit Authority’s public transportation services.
  • 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_69d6aa9eb9248190b20211772621b4bc completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8d355c481908fc3d555b596314d completed April 9, 2026, 5:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4972bfbd481908cd0da59389ae17c completed April 19, 2026, 8:49 a.m.
NEDg Description generation batch_69e49d37989881909c7e75ddfff06726 completed April 19, 2026, 9:15 a.m.
NED2 Entity disambiguation (via description) batch_69e49f41a1f8819087cc15527dc7ff63 completed April 19, 2026, 9:24 a.m.
Created at: April 8, 2026, 9:29 p.m.