Triple

T4687740
Position Surface form Disambiguated ID Type / Status
Subject Little Fires Everywhere E103961 entity
Predicate basedOn P98 FINISHED
Object Little Fires Everywhere (novel)
Little Fires Everywhere (novel) is a bestselling 2017 domestic drama by Celeste Ng that explores motherhood, race, privilege, and secrets in the planned community of Shaker Heights, Ohio.
E459857 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: Little Fires Everywhere (novel) | Statement: [Little Fires Everywhere, basedOn, Little Fires Everywhere (novel)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Little Fires Everywhere (novel)
Context triple: [Little Fires Everywhere, basedOn, Little Fires Everywhere (novel)]
  • A. Little Fires Everywhere
    Little Fires Everywhere is a drama miniseries based on Celeste Ng’s novel, following the intertwined lives of two very different families in an affluent Ohio suburb in the 1990s.
  • B. Big Little Lies
    Big Little Lies is a critically acclaimed HBO drama series based on Liane Moriarty’s novel, following a group of affluent mothers in a coastal California town whose seemingly perfect lives unravel amid secrets, rivalries, and a mysterious death.
  • C. Dawnland
    Dawnland is the traditional homeland and cultural region of the Wabanaki peoples in the northeastern area of North America, encompassing parts of what are now the northeastern United States and eastern Canada.
  • D. An American Daughter
    An American Daughter is a 1997 play by Wendy Wasserstein that explores the public and private pressures faced by a politically ambitious woman in contemporary American society.
  • E. Mare of Easttown
    Mare of Easttown is an American crime drama miniseries that follows a small-town Pennsylvania detective investigating a local murder while grappling with personal and community secrets.
  • 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: Little Fires Everywhere (novel)
Triple: [Little Fires Everywhere, basedOn, Little Fires Everywhere (novel)]
Generated description
Little Fires Everywhere (novel) is a bestselling 2017 domestic drama by Celeste Ng that explores motherhood, race, privilege, and secrets in the planned community of Shaker Heights, Ohio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Little Fires Everywhere (novel)
Target entity description: Little Fires Everywhere (novel) is a bestselling 2017 domestic drama by Celeste Ng that explores motherhood, race, privilege, and secrets in the planned community of Shaker Heights, Ohio.
  • A. Little Fires Everywhere
    Little Fires Everywhere is a drama miniseries based on Celeste Ng’s novel, following the intertwined lives of two very different families in an affluent Ohio suburb in the 1990s.
  • B. Big Little Lies
    Big Little Lies is a critically acclaimed HBO drama series based on Liane Moriarty’s novel, following a group of affluent mothers in a coastal California town whose seemingly perfect lives unravel amid secrets, rivalries, and a mysterious death.
  • C. Dawnland
    Dawnland is the traditional homeland and cultural region of the Wabanaki peoples in the northeastern area of North America, encompassing parts of what are now the northeastern United States and eastern Canada.
  • D. An American Daughter
    An American Daughter is a 1997 play by Wendy Wasserstein that explores the public and private pressures faced by a politically ambitious woman in contemporary American society.
  • E. Mare of Easttown
    Mare of Easttown is an American crime drama miniseries that follows a small-town Pennsylvania detective investigating a local murder while grappling with personal and community secrets.
  • 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.