Triple

T20701717
Position Surface form Disambiguated ID Type / Status
Subject The Future E508800 entity
Predicate director P255 FINISHED
Object Miranda July
Miranda July is an American filmmaker, writer, and performance artist known for her offbeat, emotionally intimate works across film, literature, and multimedia art.
 E1446338 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: Miranda July | Statement: [The Future, director, Miranda July]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Miranda July
Context triple: [The Future, director, Miranda July]
  • A. Tia Lessin
    Tia Lessin is an American documentary filmmaker and producer known for her politically engaged works, including collaborations with Michael Moore and co-directing films such as "Trouble the Water" and "Citizen Koch."
  • B. Heidi Stillman
    Heidi Stillman is an American theater director, playwright, and adapter known for her long-time leadership and innovative storytelling work with Chicago’s Lookingglass Theatre Company.
  • C. Lynn Shelton
    Lynn Shelton was an American filmmaker and television director known for her work in independent cinema and on acclaimed TV series.
  • D. Miriam Heller
    Miriam Heller is a notable individual bearing the surname Heller, recognized as a distinguished representative of the Heller family name.
  • E. 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.
  • 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: Miranda July
Triple: [The Future, director, Miranda July]
Generated description
Miranda July is an American filmmaker, writer, and performance artist known for her offbeat, emotionally intimate works across film, literature, and multimedia art.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Miranda July
Target entity description: Miranda July is an American filmmaker, writer, and performance artist known for her offbeat, emotionally intimate works across film, literature, and multimedia art.
  • A. Tia Lessin
    Tia Lessin is an American documentary filmmaker and producer known for her politically engaged works, including collaborations with Michael Moore and co-directing films such as "Trouble the Water" and "Citizen Koch."
  • B. Heidi Stillman
    Heidi Stillman is an American theater director, playwright, and adapter known for her long-time leadership and innovative storytelling work with Chicago’s Lookingglass Theatre Company.
  • C. Lynn Shelton
    Lynn Shelton was an American filmmaker and television director known for her work in independent cinema and on acclaimed TV series.
  • D. Miriam Heller
    Miriam Heller is a notable individual bearing the surname Heller, recognized as a distinguished representative of the Heller family name.
  • E. 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.
  • 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_69e0b4c2b2a481909e31e9cb8f81ab55 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6c18bfac08190bf80beeb3ce1951a completed April 21, 2026, 12:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08d7ed81dc81908db30e5655b7a6aa completed May 16, 2026, 8:47 p.m.
NEDg Description generation batch_6a08dc9aa1988190b5808af1efe80fe1 completed May 16, 2026, 9:07 p.m.
NED2 Entity disambiguation (via description) batch_6a08dd44e64c81908bff61cb81b1fe9a completed May 16, 2026, 9:10 p.m.
Created at: April 16, 2026, 12:12 p.m.