Triple

T6349815
Position Surface form Disambiguated ID Type / Status
Subject Ne-Yo E142839 entity
Predicate notableWork P4 FINISHED
Object Non-Fiction
"Non-Fiction" is a 2015 R&B album by American singer-songwriter Ne-Yo that blends smooth vocals with pop and hip-hop influences in a concept driven by storytelling and relationships.
E587306 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: Non-Fiction | Statement: [Ne-Yo, notableWork, Non-Fiction]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Non-Fiction
Context triple: [Ne-Yo, notableWork, Non-Fiction]
  • A. LGBTQ Nonfiction
    LGBTQ Nonfiction is a literary genre comprising factual works that explore the histories, experiences, identities, and issues of lesbian, gay, bisexual, transgender, and queer people.
  • B. Nonfiction Writing Program
    The Nonfiction Writing Program is a highly regarded graduate program at the University of Iowa specializing in creative nonfiction and literary essay writing.
  • C. NBA for Nonfiction
    NBA for Nonfiction is an abbreviated name for the National Book Award for Nonfiction, a major American literary prize honoring outstanding works of nonfiction.
  • D. Fact, Fiction, and Forecast
    Fact, Fiction, and Forecast is a seminal 1954 work of analytic philosophy by Nelson Goodman, best known for introducing the "new riddle of induction" and the concept of "grue."
  • E. Criticism and Fiction
    Criticism and Fiction is an 1891 collection of literary essays by American author and critic William Dean Howells, in which he articulates his realist principles and views on contemporary literature.
  • 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: Non-Fiction
Triple: [Ne-Yo, notableWork, Non-Fiction]
Generated description
"Non-Fiction" is a 2015 R&B album by American singer-songwriter Ne-Yo that blends smooth vocals with pop and hip-hop influences in a concept driven by storytelling and relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Non-Fiction
Target entity description: "Non-Fiction" is a 2015 R&B album by American singer-songwriter Ne-Yo that blends smooth vocals with pop and hip-hop influences in a concept driven by storytelling and relationships.
  • A. LGBTQ Nonfiction
    LGBTQ Nonfiction is a literary genre comprising factual works that explore the histories, experiences, identities, and issues of lesbian, gay, bisexual, transgender, and queer people.
  • B. Nonfiction Writing Program
    The Nonfiction Writing Program is a highly regarded graduate program at the University of Iowa specializing in creative nonfiction and literary essay writing.
  • C. NBA for Nonfiction
    NBA for Nonfiction is an abbreviated name for the National Book Award for Nonfiction, a major American literary prize honoring outstanding works of nonfiction.
  • D. Fact, Fiction, and Forecast
    Fact, Fiction, and Forecast is a seminal 1954 work of analytic philosophy by Nelson Goodman, best known for introducing the "new riddle of induction" and the concept of "grue."
  • E. Criticism and Fiction
    Criticism and Fiction is an 1891 collection of literary essays by American author and critic William Dean Howells, in which he articulates his realist principles and views on contemporary literature.
  • 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_69c008d6dcbc8190aa1c2f1fd8916b42 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c067bcec2c8190bb383605847b0f0b completed March 22, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6044fcd288190abdc5746e2904928 completed March 27, 2026, 4:15 a.m.
NEDg Description generation batch_69c6083573c48190ba629b72cbaf4ef3 completed March 27, 2026, 4:31 a.m.
NED2 Entity disambiguation (via description) batch_69c6092e12d481909b41fd35d6ae1d57 completed March 27, 2026, 4:35 a.m.
Created at: March 22, 2026, 4:31 p.m.