Triple

T2995220
Position Surface form Disambiguated ID Type / Status
Subject Mindhunters E81049 entity
Predicate screenwriter P2831 FINISHED
Object Wayne Kramer
Wayne Kramer is a South African–born American filmmaker best known for writing and directing gritty, character-driven crime dramas such as "The Cooler" and "Running Scared."
E315698 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: Wayne Kramer | Statement: [Mindhunters, screenwriter, Wayne Kramer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wayne Kramer
Context triple: [Mindhunters, screenwriter, Wayne Kramer]
  • A. Dave Krusen
    Dave Krusen is an American rock drummer best known for playing on Pearl Jam’s debut album "Ten."
  • B. Exene Cervenka
    Exene Cervenka is an American singer, poet, and visual artist best known as the co-lead vocalist of the influential Los Angeles punk band X.
  • C. Chris Robinson
    Chris Robinson is an American music video and film director known for his visually distinctive work with major R&B and hip-hop artists.
  • D. Chet Helms
    Chet Helms was a key figure in the 1960s San Francisco music scene, best known as a rock concert promoter and manager who helped launch the careers of bands like Big Brother and the Holding Company and Janis Joplin.
  • E. Sid Phillips
    Sid Phillips is the sadistic, toy-destroying neighborhood bully who serves as the primary human antagonist in Pixar's original Toy Story film.
  • 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: Wayne Kramer
Triple: [Mindhunters, screenwriter, Wayne Kramer]
Generated description
Wayne Kramer is a South African–born American filmmaker best known for writing and directing gritty, character-driven crime dramas such as "The Cooler" and "Running Scared."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wayne Kramer
Target entity description: Wayne Kramer is a South African–born American filmmaker best known for writing and directing gritty, character-driven crime dramas such as "The Cooler" and "Running Scared."
  • A. Dave Krusen
    Dave Krusen is an American rock drummer best known for playing on Pearl Jam’s debut album "Ten."
  • B. Exene Cervenka
    Exene Cervenka is an American singer, poet, and visual artist best known as the co-lead vocalist of the influential Los Angeles punk band X.
  • C. Chris Robinson
    Chris Robinson is an American music video and film director known for his visually distinctive work with major R&B and hip-hop artists.
  • D. Chet Helms
    Chet Helms was a key figure in the 1960s San Francisco music scene, best known as a rock concert promoter and manager who helped launch the careers of bands like Big Brother and the Holding Company and Janis Joplin.
  • E. Sid Phillips
    Sid Phillips is the sadistic, toy-destroying neighborhood bully who serves as the primary human antagonist in Pixar's original Toy Story film.
  • 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_69ad8b187fc8819085914d3c9ea3142d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad99f2e5888190b3346012e2578dab completed March 8, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b10908cfe48190bf244d5a3dbc958b completed March 11, 2026, 6:17 a.m.
NEDg Description generation batch_69b10ab5e3488190b2d8c98dd296cbe5 completed March 11, 2026, 6:24 a.m.
NED2 Entity disambiguation (via description) batch_69b10b1664f081909b521ee8dd5954f9 completed March 11, 2026, 6:26 a.m.
Created at: March 8, 2026, 2:59 p.m.