Triple

T5752834
Position Surface form Disambiguated ID Type / Status
Subject Hannah Takes the Stairs E126891 entity
Predicate starring P1507 FINISHED
Object Andrew Bujalski
Andrew Bujalski is an American independent filmmaker and actor often credited as a pioneer of the "mumblecore" movement in contemporary cinema.
E546708 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: Andrew Bujalski | Statement: [Hannah Takes the Stairs, starring, Andrew Bujalski]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrew Bujalski
Context triple: [Hannah Takes the Stairs, starring, Andrew Bujalski]
  • A. Amy Seimetz
    Amy Seimetz is an American actress, writer, director, and producer known for her work in independent film and television, including co-creating and directing the series "The Girlfriend Experience."
  • B. Sean Durkin
    Sean Durkin is a British-Canadian filmmaker best known for writing and directing the psychological drama "Martha Marcy May Marlene" and for his work on character-driven, atmospheric films and television.
  • C. Karyn Kusama
    Karyn Kusama is an American film and television director known for works like "Girlfight," "Jennifer's Body," and "The Invitation," as well as her contributions to prestige TV.
  • D. Joe Swanberg
    Joe Swanberg is an American independent filmmaker and actor known for his low-budget, improvisational “mumblecore” films exploring relationships and everyday life.
  • E. Antonio Campos
    Antonio Campos is an American filmmaker known for his dark, character-driven dramas and thrillers, including works like "The Devil All the Time" and "Christine."
  • 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: Andrew Bujalski
Triple: [Hannah Takes the Stairs, starring, Andrew Bujalski]
Generated description
Andrew Bujalski is an American independent filmmaker and actor often credited as a pioneer of the "mumblecore" movement in contemporary cinema.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrew Bujalski
Target entity description: Andrew Bujalski is an American independent filmmaker and actor often credited as a pioneer of the "mumblecore" movement in contemporary cinema.
  • A. Amy Seimetz
    Amy Seimetz is an American actress, writer, director, and producer known for her work in independent film and television, including co-creating and directing the series "The Girlfriend Experience."
  • B. Sean Durkin
    Sean Durkin is a British-Canadian filmmaker best known for writing and directing the psychological drama "Martha Marcy May Marlene" and for his work on character-driven, atmospheric films and television.
  • C. Karyn Kusama
    Karyn Kusama is an American film and television director known for works like "Girlfight," "Jennifer's Body," and "The Invitation," as well as her contributions to prestige TV.
  • D. Joe Swanberg
    Joe Swanberg is an American independent filmmaker and actor known for his low-budget, improvisational “mumblecore” films exploring relationships and everyday life.
  • E. Antonio Campos
    Antonio Campos is an American filmmaker known for his dark, character-driven dramas and thrillers, including works like "The Devil All the Time" and "Christine."
  • 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_69c00832aedc81909899801b141fa3b4 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c029014588819094a2a0f6f9b66bab completed March 22, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c097ffbf848190ba20a72c676d2c8e completed March 23, 2026, 1:31 a.m.
NEDg Description generation batch_69c098f32f7081908d9306afc30147a1 completed March 23, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69c0996fb9148190ae8c09f4816d00b8 completed March 23, 2026, 1:37 a.m.
Created at: March 22, 2026, 3:48 p.m.