Triple

T6278810
Position Surface form Disambiguated ID Type / Status
Subject Gabourey Sidibe E140727 entity
Predicate notableWork P4 FINISHED
Object Difficult People
Difficult People is a dark comedy television series that follows two caustic, self-absorbed best friends struggling to make it in New York’s entertainment scene.
E582995 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: Difficult People | Statement: [Gabourey Sidibe, notableWork, Difficult People]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Difficult People
Context triple: [Gabourey Sidibe, notableWork, Difficult People]
  • A. Good People
    "Good People" is a mellow, socially conscious acoustic song by Jack Johnson that critiques the influence of television and media on modern society.
  • B. Sad People
    "Sad People" is a track by Kid Cudi from his album *Man on the Moon III: The Chosen*, reflecting his signature introspective and emotional style.
  • C. Difficult Women
    Difficult Women is a short story collection by Roxane Gay that explores the lives, traumas, and resilience of complex, flawed, and multifaceted women.
  • D. Ordinary People
    "Ordinary People" is a soulful R&B ballad by John Legend that became one of his signature songs, showcasing his emotive vocals and piano-driven songwriting.
  • E. Ordinary People
    Ordinary People is a 1980 American drama film directed by Robert Redford that explores family trauma and grief following a tragic accident.
  • 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: Difficult People
Triple: [Gabourey Sidibe, notableWork, Difficult People]
Generated description
Difficult People is a dark comedy television series that follows two caustic, self-absorbed best friends struggling to make it in New York’s entertainment scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Difficult People
Target entity description: Difficult People is a dark comedy television series that follows two caustic, self-absorbed best friends struggling to make it in New York’s entertainment scene.
  • A. Good People
    "Good People" is a mellow, socially conscious acoustic song by Jack Johnson that critiques the influence of television and media on modern society.
  • B. Sad People
    "Sad People" is a track by Kid Cudi from his album *Man on the Moon III: The Chosen*, reflecting his signature introspective and emotional style.
  • C. Difficult Women
    Difficult Women is a short story collection by Roxane Gay that explores the lives, traumas, and resilience of complex, flawed, and multifaceted women.
  • D. What’s Wrong With Them
    "What’s Wrong With Them" is a track by Lil Wayne featured on his album *I Am Not a Human Being*.
  • E. Ordinary People
    "Ordinary People" is a soulful R&B ballad by John Legend that became one of his signature songs, showcasing his emotive vocals and piano-driven songwriting.
  • 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_69c008cc158881908df6ec94a911c736 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063dc55d48190b5ed48a50f3a742e completed March 22, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c519549cf0819096d01c23f6c915eb completed March 26, 2026, 11:32 a.m.
NEDg Description generation batch_69c51dfe50c4819084c43ca4d6cced35 completed March 26, 2026, 11:52 a.m.
NED2 Entity disambiguation (via description) batch_69c58d97bf808190a2f8f101cf46a16b completed March 26, 2026, 7:48 p.m.
Created at: March 22, 2026, 4:26 p.m.