Triple

T11366564
Position Surface form Disambiguated ID Type / Status
Subject The Matchmaker’s Playbook E269220 entity
Predicate belongsToFranchise P9673 FINISHED
Object Wingmen Inc.
Wingmen Inc. is a contemporary romance book series centered on professional “wingmen” who use strategic matchmaking to help clients find love.
 E921655 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: Wingmen Inc. | Statement: [The Matchmaker’s Playbook, belongsToFranchise, Wingmen Inc.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wingmen Inc.
Context triple: [The Matchmaker’s Playbook, belongsToFranchise, Wingmen Inc.]
  • A. WINGO
    WINGO is the radio callsign used by Wingo, a low-cost Colombian airline operating domestic and international flights in Latin America.
  • B. The Wolper Organization
    The Wolper Organization is a film and television production company best known for producing acclaimed movies and series, including the neo-noir crime film "L.A. Confidential."
  • C. Wingates
    Wingates is a suburban area within the town of Westhoughton in Greater Manchester, England.
  • D. Flying J Inc.
    Flying J Inc. was a major American truck stop and travel center chain that later became part of the Pilot Flying J network.
  • E. Smith & Mighty
    Smith & Mighty are a pioneering Bristol-based production and DJ duo known for helping shape the early Bristol sound and influencing the development of trip hop and drum and bass.
  • 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: Wingmen Inc.
Triple: [The Matchmaker’s Playbook, belongsToFranchise, Wingmen Inc.]
Generated description
Wingmen Inc. is a contemporary romance book series centered on professional “wingmen” who use strategic matchmaking to help clients find love.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wingmen Inc.
Target entity description: Wingmen Inc. is a contemporary romance book series centered on professional “wingmen” who use strategic matchmaking to help clients find love.
  • A. WINGO
    WINGO is the radio callsign used by Wingo, a low-cost Colombian airline operating domestic and international flights in Latin America.
  • B. The Wolper Organization
    The Wolper Organization is a film and television production company best known for producing acclaimed movies and series, including the neo-noir crime film "L.A. Confidential."
  • C. Wingates
    Wingates is a suburban area within the town of Westhoughton in Greater Manchester, England.
  • D. Flying J Inc.
    Flying J Inc. was a major American truck stop and travel center chain that later became part of the Pilot Flying J network.
  • E. Smith & Mighty
    Smith & Mighty are a pioneering Bristol-based production and DJ duo known for helping shape the early Bristol sound and influencing the development of trip hop and drum and bass.
  • 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_69d6aacca1048190b39dbbc2174616fa completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea88558c8190aa18881af51a7b96 completed April 9, 2026, 6:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69e556718fc481908543ed4bc5fe3d6e completed April 19, 2026, 10:25 p.m.
NEDg Description generation batch_69e562c6e7c8819098d22a6e0daa4a51 completed April 19, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e56a472f0c819086c1cccaa5ca0ae7 completed April 19, 2026, 11:50 p.m.
Created at: April 8, 2026, 9:33 p.m.