Triple

T10597913
Position Surface form Disambiguated ID Type / Status
Subject Maci Bookout E275664 entity
Predicate spouse P13 FINISHED
Object Taylor McKinney
Taylor McKinney is an American motocross racer and reality TV personality best known for appearing alongside his wife Maci Bookout on MTV’s Teen Mom OG.
 E875945 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: Taylor McKinney | Statement: [Maci Bookout, spouse, Taylor McKinney]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Taylor McKinney
Context triple: [Maci Bookout, spouse, Taylor McKinney]
  • A. MacKenzie Porter
    MacKenzie Porter is a Canadian actress and country music singer known for her roles in television series and her successful recording career.
  • B. Makenna James
    Makenna James is an American actress best known for her role on the television series "American Woman."
  • C. MacKenzie McHale
    MacKenzie McHale is a principled, sharp-witted executive producer and former war correspondent in the television drama series "The Newsroom."
  • D. Kailen Sheridan
    Kailen Sheridan is a Canadian professional soccer goalkeeper known for her standout performances in the National Women's Soccer League and with the Canada women's national team.
  • E. Camryn Jones
    Camryn Jones is an American actress best known for starring as one of the four time-traveling newspaper delivery girls in the sci-fi drama series "Paper Girls."
  • 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: Taylor McKinney
Triple: [Maci Bookout, spouse, Taylor McKinney]
Generated description
Taylor McKinney is an American motocross racer and reality TV personality best known for appearing alongside his wife Maci Bookout on MTV’s Teen Mom OG.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Taylor McKinney
Target entity description: Taylor McKinney is an American motocross racer and reality TV personality best known for appearing alongside his wife Maci Bookout on MTV’s Teen Mom OG.
  • A. MacKenzie Porter
    MacKenzie Porter is a Canadian actress and country music singer known for her roles in television series and her successful recording career.
  • B. Makenna James
    Makenna James is an American actress best known for her role on the television series "American Woman."
  • C. MacKenzie McHale
    MacKenzie McHale is a principled, sharp-witted executive producer and former war correspondent in the television drama series "The Newsroom."
  • D. Kailen Sheridan
    Kailen Sheridan is a Canadian professional soccer goalkeeper known for her standout performances in the National Women's Soccer League and with the Canada women's national team.
  • E. Camryn Jones
    Camryn Jones is an American actress best known for starring as one of the four time-traveling newspaper delivery girls in the sci-fi drama series "Paper Girls."
  • 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_69d6aaf948d88190806cc3a8c47a3fb2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d6ded358248190ba9268a51b2805fc completed April 8, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69d96b6109f08190915953e0ab708981 completed April 10, 2026, 9:28 p.m.
NEDg Description generation batch_69d96dee84f48190bf5b0cb1115a8bba completed April 10, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_69d9708824208190acf75933962d690f completed April 10, 2026, 9:50 p.m.
Created at: April 8, 2026, 7:28 p.m.