Triple

T10597917
Position Surface form Disambiguated ID Type / Status
Subject Maci Bookout E275664 entity
Predicate child P120 FINISHED
Object Maverick Reed McKinney
Maverick Reed McKinney is the son of reality television personality Maci Bookout, known from the MTV series "Teen Mom."
 E874460 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: Maverick Reed McKinney | Statement: [Maci Bookout, child, Maverick Reed McKinney]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maverick Reed McKinney
Context triple: [Maci Bookout, child, Maverick Reed McKinney]
  • A. Martin McKinney
    Martin McKinney is a music producer best known for his work on The Weeknd’s hit album "Starboy."
  • B. Mark McKinney
    Mark McKinney is a Canadian actor, comedian, and writer best known as a core member of the sketch comedy troupe The Kids in the Hall and later as a cast member on Saturday Night Live.
  • C. Rob Mullens
    Rob Mullens is a college athletics administrator best known for serving as the athletic director at the University of Oregon.
  • D. Mickey Liddell
    Mickey Liddell is an American film producer and founder of LD Entertainment, known for backing a range of independent and genre films.
  • E. Austin P. McKenzie
    Austin P. McKenzie is an American actor and singer best known for his work in LGBTQ-themed television and theater, including prominent roles in series like "When We Rise" and the musical "Spring Awakening."
  • 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: Maverick Reed McKinney
Triple: [Maci Bookout, child, Maverick Reed McKinney]
Generated description
Maverick Reed McKinney is the son of reality television personality Maci Bookout, known from the MTV series "Teen Mom."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maverick Reed McKinney
Target entity description: Maverick Reed McKinney is the son of reality television personality Maci Bookout, known from the MTV series "Teen Mom."
  • A. Martin McKinney
    Martin McKinney is a music producer best known for his work on The Weeknd’s hit album "Starboy."
  • B. Mark McKinney
    Mark McKinney is a Canadian actor, comedian, and writer best known as a core member of the sketch comedy troupe The Kids in the Hall and later as a cast member on Saturday Night Live.
  • C. Rob Mullens
    Rob Mullens is a college athletics administrator best known for serving as the athletic director at the University of Oregon.
  • D. Mickey Liddell
    Mickey Liddell is an American film producer and founder of LD Entertainment, known for backing a range of independent and genre films.
  • E. Austin P. McKenzie
    Austin P. McKenzie is an American actor and singer best known for his work in LGBTQ-themed television and theater, including prominent roles in series like "When We Rise" and the musical "Spring Awakening."
  • 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_69d95e9c1a7c8190a91ad479518e411f completed April 10, 2026, 8:33 p.m.
NEDg Description generation batch_69d96145d1ec8190b3228733159e1364 completed April 10, 2026, 8:44 p.m.
NED2 Entity disambiguation (via description) batch_69d9623cf54081908abcdc88e13d5176 completed April 10, 2026, 8:49 p.m.
Created at: April 8, 2026, 7:28 p.m.