Triple

T357902
Position Surface form Disambiguated ID Type / Status
Subject Hillary Clinton E7583 entity
Predicate notableWork P4 FINISHED
Object It Takes a Village
"It Takes a Village" is a 1996 book by Hillary Rodham Clinton that argues children’s well-being depends on support from families, communities, and society as a whole.
E45325 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: It Takes a Village | Statement: [Hillary Clinton, notableWork, It Takes a Village]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: It Takes a Village
Context triple: [Hillary Clinton, notableWork, It Takes a Village]
  • A. On Our Own
    On Our Own is a 1989 R&B/new jack swing single by Bobby Brown, best known as the theme song for the film "Ghostbusters II."
  • B. No Place Like Home
    "No Place Like Home" is a Christmas-themed song featured on Tamar Braxton's holiday album "A Legendary Christmas."
  • C. No One Is Too Small to Make a Difference
    No One Is Too Small to Make a Difference is a collection of speeches by climate activist Greta Thunberg that calls for urgent global action on the climate crisis.
  • D. Something in Common
    "Something in Common" is an R&B song by Bobby Brown featuring Whitney Houston, best known as a romantic duet highlighting their real-life relationship.
  • E. Every Little Step
    "Every Little Step" is a 1989 R&B/New Jack Swing hit single by Bobby Brown that became one of his signature songs and a major commercial success.
  • 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: It Takes a Village
Triple: [Hillary Clinton, notableWork, It Takes a Village]
Generated description
"It Takes a Village" is a 1996 book by Hillary Rodham Clinton that argues children’s well-being depends on support from families, communities, and society as a whole.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: It Takes a Village
Target entity description: "It Takes a Village" is a 1996 book by Hillary Rodham Clinton that argues children’s well-being depends on support from families, communities, and society as a whole.
  • A. On Our Own
    On Our Own is a 1989 R&B/new jack swing single by Bobby Brown, best known as the theme song for the film "Ghostbusters II."
  • B. No Place Like Home
    "No Place Like Home" is a Christmas-themed song featured on Tamar Braxton's holiday album "A Legendary Christmas."
  • C. No One Is Too Small to Make a Difference
    No One Is Too Small to Make a Difference is a collection of speeches by climate activist Greta Thunberg that calls for urgent global action on the climate crisis.
  • D. Something in Common
    "Something in Common" is an R&B song by Bobby Brown featuring Whitney Houston, best known as a romantic duet highlighting their real-life relationship.
  • E. Every Little Step
    "Every Little Step" is a 1989 R&B/New Jack Swing hit single by Bobby Brown that became one of his signature songs and a major commercial success.
  • 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_69a2e7e696948190bebc966535995e45 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ebb0e348819086e3ccd96c7b129e completed Feb. 28, 2026, 1:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e019211c819087edeb99431061fa completed March 1, 2026, 6:43 a.m.
NEDg Description generation batch_69a3e1092bc48190bd2d4b59d30b8c64 completed March 1, 2026, 6:47 a.m.
NED2 Entity disambiguation (via description) batch_69a3e2183bec8190b1d93a02ec8a0ab8 completed March 1, 2026, 6:52 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.