Triple

T4687779
Position Surface form Disambiguated ID Type / Status
Subject Little Fires Everywhere E103961 entity
Predicate character P662 FINISHED
Object Izzy Richardson
Izzy Richardson is a rebellious, artistic teenage girl whose defiance of her affluent suburban family’s expectations drives much of the emotional conflict in Celeste Ng’s novel *Little Fires Everywhere*.
 E459866 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: Izzy Richardson | Statement: [Little Fires Everywhere, character, Izzy Richardson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Izzy Richardson
Context triple: [Little Fires Everywhere, character, Izzy Richardson]
  • A. Josie Lloyd
    Josie Lloyd is an American actress known for her television work in the 1960s, including appearances on shows like "The Andy Griffith Show."
  • B. Isabella Ward
    Isabella Ward was an American actress best known for her early stage work and for being the first wife of actor Raymond Burr.
  • C. Josie Ingle
    Josie Ingle is a British former ballet dancer best known as the first wife of playwright Tom Stoppard.
  • D. Joy Richardson
    Joy Richardson is an actress known for her role in Steve McQueen’s anthology film series "Small Axe," particularly the installment "Red, White and Blue."
  • E. Lizzie Stark
    Lizzie Stark is a recurring character in the British crime drama series "Peaky Blinders," known for her complex relationship with Tommy Shelby and her evolution from sex worker to a central figure in the Shelby family’s affairs.
  • 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: Izzy Richardson
Triple: [Little Fires Everywhere, character, Izzy Richardson]
Generated description
Izzy Richardson is a rebellious, artistic teenage girl whose defiance of her affluent suburban family’s expectations drives much of the emotional conflict in Celeste Ng’s novel *Little Fires Everywhere*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Izzy Richardson
Target entity description: Izzy Richardson is a rebellious, artistic teenage girl whose defiance of her affluent suburban family’s expectations drives much of the emotional conflict in Celeste Ng’s novel *Little Fires Everywhere*.
  • A. Josie Lloyd
    Josie Lloyd is an American actress known for her television work in the 1960s, including appearances on shows like "The Andy Griffith Show."
  • B. Isabella Ward
    Isabella Ward was an American actress best known for her early stage work and for being the first wife of actor Raymond Burr.
  • C. Josie Ingle
    Josie Ingle is a British former ballet dancer best known as the first wife of playwright Tom Stoppard.
  • D. Joy Richardson
    Joy Richardson is an actress known for her role in Steve McQueen’s anthology film series "Small Axe," particularly the installment "Red, White and Blue."
  • E. Lizzie Stark
    Lizzie Stark is a recurring character in the British crime drama series "Peaky Blinders," known for her complex relationship with Tommy Shelby and her evolution from sex worker to a central figure in the Shelby family’s affairs.
  • 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.