Triple

T15565824
Position Surface form Disambiguated ID Type / Status
Subject Love Is Strange E371111 entity
Predicate director P255 FINISHED
Object Ira Sachs
Ira Sachs is an American independent filmmaker known for his intimate, character-driven dramas that often explore LGBTQ+ themes and complex relationships.
 E1164251 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: Ira Sachs | Statement: [Love Is Strange, director, Ira Sachs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ira Sachs
Context triple: [Love Is Strange, director, Ira Sachs]
  • A. Oren Moverman
    Oren Moverman is an Israeli-American screenwriter and director known for his work on acclaimed films such as "I'm Not There," "The Messenger," and "Rampart."
  • B. James Toback
    James Toback is an American screenwriter and film director known for psychologically intense, character-driven dramas such as "Fingers," which inspired the French film "The Beat That My Heart Skipped."
  • C. Todd Field
    Todd Field is an American filmmaker, screenwriter, and former actor best known for directing critically acclaimed films such as "In the Bedroom," "Little Children," and "Tár."
  • D. Rohmer Emmanuel Baumbach
    Rohmer Emmanuel Baumbach is the son of American filmmaker Noah Baumbach and actress Greta Gerwig.
  • E. Sean Baker
    Sean Baker is an American filmmaker known for his naturalistic, character-driven independent films that often focus on marginalized communities, including the critically acclaimed drama "The Florida Project."
  • 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: Ira Sachs
Triple: [Love Is Strange, director, Ira Sachs]
Generated description
Ira Sachs is an American independent filmmaker known for his intimate, character-driven dramas that often explore LGBTQ+ themes and complex relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ira Sachs
Target entity description: Ira Sachs is an American independent filmmaker known for his intimate, character-driven dramas that often explore LGBTQ+ themes and complex relationships.
  • A. Oren Moverman
    Oren Moverman is an Israeli-American screenwriter and director known for his work on acclaimed films such as "I'm Not There," "The Messenger," and "Rampart."
  • B. James Toback
    James Toback is an American screenwriter and film director known for psychologically intense, character-driven dramas such as "Fingers," which inspired the French film "The Beat That My Heart Skipped."
  • C. Todd Field
    Todd Field is an American filmmaker, screenwriter, and former actor best known for directing critically acclaimed films such as "In the Bedroom," "Little Children," and "Tár."
  • D. Rohmer Emmanuel Baumbach
    Rohmer Emmanuel Baumbach is the son of American filmmaker Noah Baumbach and actress Greta Gerwig.
  • E. Sean Baker
    Sean Baker is an American filmmaker known for his naturalistic, character-driven independent films that often focus on marginalized communities, including the critically acclaimed drama "The Florida Project."
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ddd753c8190b51eaef433258081 completed April 16, 2026, 2:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff456a3b08819092f9f517bbef5577 completed May 9, 2026, 2:32 p.m.
NEDg Description generation batch_69ff49541fcc8190a1d22721bc255e19 completed May 9, 2026, 2:48 p.m.
NED2 Entity disambiguation (via description) batch_69ff49f6db508190b0127a59d332512e completed May 9, 2026, 2:51 p.m.
Created at: April 10, 2026, 4:10 a.m.