Triple

T4687752
Position Surface form Disambiguated ID Type / Status
Subject Little Fires Everywhere E103961 entity
Predicate settingLocation P40 FINISHED
Object Shaker Heights, Ohio E233318 NE FINISHED

How this triple was built (2 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: Shaker Heights, Ohio | Statement: [Little Fires Everywhere, settingLocation, Shaker Heights, Ohio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shaker Heights, Ohio
Context triple: [Little Fires Everywhere, settingLocation, Shaker Heights, Ohio]
  • A. Shaker Heights chosen
    Shaker Heights is an affluent, historically planned suburban city located on the eastern side of Cleveland in northeastern Ohio.
  • B. Greenhills, Ohio
    Greenhills, Ohio is a planned New Deal-era "greenbelt" community near Cincinnati, developed in the 1930s as a model suburban town with integrated green spaces and community facilities.
  • C. Grandview Heights, Ohio
    Grandview Heights, Ohio is a small, affluent suburban city just west of downtown Columbus known for its walkable neighborhoods, strong schools, and close-knit community.
  • D. Cleveland Heights
    Cleveland Heights is an inner-ring suburban city of Cleveland in northeastern Ohio, known for its historic neighborhoods, cultural diversity, and vibrant arts and dining scenes.
  • E. Blue Ash, Ohio
    Blue Ash, Ohio is a suburban city in the Cincinnati metropolitan area known for its corporate offices, parks, and regional airport.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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.
Created at: March 20, 2026, 1:16 p.m.