Triple

T4687762
Position Surface form Disambiguated ID Type / Status
Subject Little Fires Everywhere E103961 entity
Predicate executiveProducer P7225 FINISHED
Object Lynn Shelton
Lynn Shelton was an American filmmaker and television director known for her work in independent cinema and on acclaimed TV series.
 E464536 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: Lynn Shelton | Statement: [Little Fires Everywhere, executiveProducer, Lynn Shelton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lynn Shelton
Context triple: [Little Fires Everywhere, executiveProducer, Lynn Shelton]
  • A. Lisa Cholodenko
    Lisa Cholodenko is an American film and television director and screenwriter known for her character-driven dramas exploring family, sexuality, and identity, including the acclaimed film "The Kids Are All Right."
  • B. Nicole Holofcener
    Nicole Holofcener is an American filmmaker and screenwriter known for her sharply observed, character-driven comedies and dramas exploring relationships, identity, and everyday moral dilemmas.
  • C. Zoe Lister-Jones
    Zoe Lister-Jones is an American actress, writer, and filmmaker known for her work in independent film and television, as well as for directing and writing genre-bending features.
  • D. Rebecca Miller
    Rebecca Miller is an American filmmaker, screenwriter, and novelist known for works such as "Personal Velocity" and "The Private Lives of Pippa Lee."
  • E. Shari Springer Berman
    Shari Springer Berman is an American filmmaker and screenwriter best known for co-writing and co-directing the acclaimed films "American Splendor" and "The Nanny Diaries."
  • 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: Lynn Shelton
Triple: [Little Fires Everywhere, executiveProducer, Lynn Shelton]
Generated description
Lynn Shelton was an American filmmaker and television director known for her work in independent cinema and on acclaimed TV series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lynn Shelton
Target entity description: Lynn Shelton was an American filmmaker and television director known for her work in independent cinema and on acclaimed TV series.
  • A. Lisa Cholodenko
    Lisa Cholodenko is an American film and television director and screenwriter known for her character-driven dramas exploring family, sexuality, and identity, including the acclaimed film "The Kids Are All Right."
  • B. Nicole Holofcener
    Nicole Holofcener is an American filmmaker and screenwriter known for her sharply observed, character-driven comedies and dramas exploring relationships, identity, and everyday moral dilemmas.
  • C. Zoe Lister-Jones
    Zoe Lister-Jones is an American actress, writer, and filmmaker known for her work in independent film and television, as well as for directing and writing genre-bending features.
  • D. Rebecca Miller
    Rebecca Miller is an American filmmaker, screenwriter, and novelist known for works such as "Personal Velocity" and "The Private Lives of Pippa Lee."
  • E. Shari Springer Berman
    Shari Springer Berman is an American filmmaker and screenwriter best known for co-writing and co-directing the acclaimed films "American Splendor" and "The Nanny Diaries."
  • 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_69be105a709c819083504fe1dc1612d8 completed March 21, 2026, 3:28 a.m.
NEDg Description generation batch_69be1278af588190832bcb037d18aa8f completed March 21, 2026, 3:37 a.m.
NED2 Entity disambiguation (via description) batch_69be12d51db08190aca8c36972ea6e4e completed March 21, 2026, 3:39 a.m.
Created at: March 20, 2026, 1:16 p.m.