Triple

T7230226
Position Surface form Disambiguated ID Type / Status
Subject School Daze E154881 entity
Predicate hasCastMember P2308 FINISHED
Object Rusty Cundieff
Rusty Cundieff is an American film director, actor, and writer best known for his work on the satirical horror anthology "Tales from the Hood" and his contributions to socially conscious comedy and genre cinema.
E654790 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: Rusty Cundieff | Statement: [School Daze, hasCastMember, Rusty Cundieff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rusty Cundieff
Context triple: [School Daze, hasCastMember, Rusty Cundieff]
  • A. Matthew Shafer
    Matthew Shafer is an American writer known for his work on the animated series "Cowboy Bebop" and related projects.
  • B. Matthew Shafer
    Matthew Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
  • C. Scott Devendorf
    Scott Devendorf is an American bassist and multi-instrumentalist best known as a founding member of the indie rock band The National.
  • D. Shawn Eichman
    Shawn Eichman is an American political activist best known as a defendant in the landmark U.S. Supreme Court case that struck down federal prohibitions on flag desecration as unconstitutional.
  • E. Dave Keuning
    Dave Keuning is an American guitarist and songwriter best known as the lead guitarist and a founding member of the rock band The Killers.
  • 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: Rusty Cundieff
Triple: [School Daze, hasCastMember, Rusty Cundieff]
Generated description
Rusty Cundieff is an American film director, actor, and writer best known for his work on the satirical horror anthology "Tales from the Hood" and his contributions to socially conscious comedy and genre cinema.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rusty Cundieff
Target entity description: Rusty Cundieff is an American film director, actor, and writer best known for his work on the satirical horror anthology "Tales from the Hood" and his contributions to socially conscious comedy and genre cinema.
  • A. Matthew Shafer
    Matthew Shafer is an American writer known for his work on the animated series "Cowboy Bebop" and related projects.
  • B. Matthew Shafer
    Matthew Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
  • C. Scott Devendorf
    Scott Devendorf is an American bassist and multi-instrumentalist best known as a founding member of the indie rock band The National.
  • D. Shawn Eichman
    Shawn Eichman is an American political activist best known as a defendant in the landmark U.S. Supreme Court case that struck down federal prohibitions on flag desecration as unconstitutional.
  • E. Dave Keuning
    Dave Keuning is an American guitarist and songwriter best known as the lead guitarist and a founding member of the rock band The Killers.
  • 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_69c68811dd1c8190ac460bb39e64e1f0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea0d9b6c8190a0b5f0ab8d5cca19 completed March 27, 2026, 8:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7e51f35b88190a1d6b12903d93cee completed March 28, 2026, 2:26 p.m.
NEDg Description generation batch_69c7e6671e2c8190aed42aa673540efa completed March 28, 2026, 2:32 p.m.
NED2 Entity disambiguation (via description) batch_69c7e6cd820881909ef8fd3bc28d2716 completed March 28, 2026, 2:33 p.m.
Created at: March 27, 2026, 2:54 p.m.