Triple

T10597895
Position Surface form Disambiguated ID Type / Status
Subject Maci Bookout E275664 entity
Predicate birthName P65 FINISHED
Object Maci DeShane Bookout
Maci DeShane Bookout is an American reality television personality and author best known for starring on MTV’s "16 and Pregnant" and "Teen Mom."
E874456 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: Maci DeShane Bookout | Statement: [Maci Bookout, birthName, Maci DeShane Bookout]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maci DeShane Bookout
Context triple: [Maci Bookout, birthName, Maci DeShane Bookout]
  • A. Kate Macer
    Kate Macer is an idealistic FBI agent who becomes embroiled in a morally ambiguous joint task force targeting Mexican drug cartels in the film "Sicario."
  • B. Tara Maclay
    Tara Maclay is a gentle, powerful witch and key supporting character in the television series "Buffy the Vampire Slayer," known for her relationship with Willow Rosenberg and her tragic fate.
  • C. Aimee Brooks
    Aimee Brooks is an American actress best known for her roles in horror and cult films and television during the late 1980s and 1990s.
  • D. Sarah McKean
    Sarah McKean was the daughter of American statesman and Declaration of Independence signer Thomas McKean, noted in historical records primarily through her connection to his prominent political family.
  • E. Megan McArthur
    Megan McArthur is a NASA astronaut and oceanographer best known for her role as a mission specialist on Space Shuttle missions, including the final Hubble Space Telescope servicing flight.
  • 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: Maci DeShane Bookout
Triple: [Maci Bookout, birthName, Maci DeShane Bookout]
Generated description
Maci DeShane Bookout is an American reality television personality and author best known for starring on MTV’s "16 and Pregnant" and "Teen Mom."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maci DeShane Bookout
Target entity description: Maci DeShane Bookout is an American reality television personality and author best known for starring on MTV’s "16 and Pregnant" and "Teen Mom."
  • A. Kate Macer
    Kate Macer is an idealistic FBI agent who becomes embroiled in a morally ambiguous joint task force targeting Mexican drug cartels in the film "Sicario."
  • B. Tara Maclay
    Tara Maclay is a gentle, powerful witch and key supporting character in the television series "Buffy the Vampire Slayer," known for her relationship with Willow Rosenberg and her tragic fate.
  • C. Aimee Brooks
    Aimee Brooks is an American actress best known for her roles in horror and cult films and television during the late 1980s and 1990s.
  • D. Sarah McKean
    Sarah McKean was the daughter of American statesman and Declaration of Independence signer Thomas McKean, noted in historical records primarily through her connection to his prominent political family.
  • E. Megan McArthur
    Megan McArthur is a NASA astronaut and oceanographer best known for her role as a mission specialist on Space Shuttle missions, including the final Hubble Space Telescope servicing flight.
  • 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_69d95e955d908190a5b26faf2558d78c 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.