Triple

T10597921
Position Surface form Disambiguated ID Type / Status
Subject Maci Bookout E275664 entity
Predicate wrote P2831 FINISHED
Object Bulletproof
"Bulletproof" is a memoir by reality TV personality Maci Bookout that chronicles her experiences with teen pregnancy, fame, and personal growth.
E874462 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: Bulletproof | Statement: [Maci Bookout, wrote, Bulletproof]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bulletproof
Context triple: [Maci Bookout, wrote, Bulletproof]
  • A. Bulletproof
    "Bulletproof" is a hard rock song by the American band Godsmack, released as a single from their 2018 album "When Legends Rise."
  • B. Bulletproof
    Bulletproof is a 1996 American buddy action-comedy film starring Damon Wayans and Adam Sandler, known for mixing slapstick humor with crime and undercover-cop themes.
  • C. Bulletproof
    Bulletproof is a film featuring Filipino actor Cesar Montano in a prominent role.
  • D. Blowback
    "Blowback" is a song by American rock band The Killers from their 2020 album *Imploding the Mirage*, noted for its atmospheric production and reflective lyrics.
  • E. Blowback
    Blowback is a political nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic actions abroad can provoke unintended and often violent consequences.
  • 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: Bulletproof
Triple: [Maci Bookout, wrote, Bulletproof]
Generated description
"Bulletproof" is a memoir by reality TV personality Maci Bookout that chronicles her experiences with teen pregnancy, fame, and personal growth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bulletproof
Target entity description: "Bulletproof" is a memoir by reality TV personality Maci Bookout that chronicles her experiences with teen pregnancy, fame, and personal growth.
  • A. Bulletproof
    "Bulletproof" is a hard rock song by the American band Godsmack, released as a single from their 2018 album "When Legends Rise."
  • B. Bulletproof
    Bulletproof is a 1996 American buddy action-comedy film starring Damon Wayans and Adam Sandler, known for mixing slapstick humor with crime and undercover-cop themes.
  • C. Bulletproof
    Bulletproof is a film featuring Filipino actor Cesar Montano in a prominent role.
  • D. Blowback
    "Blowback" is a song by American rock band The Killers from their 2020 album *Imploding the Mirage*, noted for its atmospheric production and reflective lyrics.
  • E. Blowback
    Blowback is a political nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic actions abroad can provoke unintended and often violent consequences.
  • 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.