Triple

T4687778
Position Surface form Disambiguated ID Type / Status
Subject Little Fires Everywhere E103961 entity
Predicate character P662 FINISHED
Object Pearl Warren
Pearl Warren is a thoughtful and artistic teenage girl in Celeste Ng’s novel "Little Fires Everywhere," whose search for identity and belonging is shaped by her unconventional upbringing and complex ties to the Richardson family.
 E459865 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: Pearl Warren | Statement: [Little Fires Everywhere, character, Pearl Warren]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pearl Warren
Context triple: [Little Fires Everywhere, character, Pearl Warren]
  • A. Willa Weston
    Willa Weston is a driven and ambitious executive character in the comedy film "Fierce Creatures," known for her sharp wit and corporate savvy.
  • B. Mary Archer
    Mary Archer is a British scientist and academic, known for her work in solar energy research and for being married to novelist and former politician Jeffrey Archer.
  • C. Marian McAlpin
    Marian McAlpin is the conflicted young protagonist of Margaret Atwood’s novel "The Edible Woman," whose growing aversion to food mirrors her anxiety about identity, gender roles, and societal expectations.
  • D. Vivian Burnett
    Vivian Burnett was the son of British-American novelist Frances Hodgson Burnett, known primarily in relation to his mother's life and work.
  • E. Anne Ashmond
    Anne Ashmond is a fictional character appearing in the film "Royal Wedding."
  • 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: Pearl Warren
Triple: [Little Fires Everywhere, character, Pearl Warren]
Generated description
Pearl Warren is a thoughtful and artistic teenage girl in Celeste Ng’s novel "Little Fires Everywhere," whose search for identity and belonging is shaped by her unconventional upbringing and complex ties to the Richardson family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pearl Warren
Target entity description: Pearl Warren is a thoughtful and artistic teenage girl in Celeste Ng’s novel "Little Fires Everywhere," whose search for identity and belonging is shaped by her unconventional upbringing and complex ties to the Richardson family.
  • A. Willa Weston
    Willa Weston is a driven and ambitious executive character in the comedy film "Fierce Creatures," known for her sharp wit and corporate savvy.
  • B. Mary Archer
    Mary Archer is a British scientist and academic, known for her work in solar energy research and for being married to novelist and former politician Jeffrey Archer.
  • C. Marian McAlpin
    Marian McAlpin is the conflicted young protagonist of Margaret Atwood’s novel "The Edible Woman," whose growing aversion to food mirrors her anxiety about identity, gender roles, and societal expectations.
  • D. Vivian Burnett
    Vivian Burnett was the son of British-American novelist Frances Hodgson Burnett, known primarily in relation to his mother's life and work.
  • E. Anne Ashmond
    Anne Ashmond is a fictional character appearing in the film "Royal Wedding."
  • 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_69bd43debbf08190b4bc372e286ec234 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd6397f6888190a9024a51d4d34f2b completed March 20, 2026, 3:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03b75e3481908aa27eeaeec490ca completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be042adb8c8190b6889c3a5b9c18cc completed March 21, 2026, 2:36 a.m.
NED2 Entity disambiguation (via description) batch_69be048f7d7881908ab19bd37c92b423 completed March 21, 2026, 2:38 a.m.
Created at: March 20, 2026, 1:16 p.m.