Triple

T5759647
Position Surface form Disambiguated ID Type / Status
Subject Bill Schneider E127056 entity
Predicate associatedAct P37 FINISHED
Object Ne’er-Do-Wells
Ne’er-Do-Wells is a musical group known for its association with musician Bill Schneider.
E543632 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: Ne’er-Do-Wells | Statement: [Bill Schneider, associatedAct, Ne’er-Do-Wells]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ne’er-Do-Wells
Context triple: [Bill Schneider, associatedAct, Ne’er-Do-Wells]
  • A. The Criminals
    The Criminals is a punk rock band known for featuring guitarist Jason White, who later gained prominence with Green Day.
  • B. The Gang
    The Gang is the dysfunctional central group of friends in the TV sitcom "It's Always Sunny in Philadelphia," known for their selfish schemes and morally questionable antics.
  • C. Crooks
    Crooks is the African American stable hand in John Steinbeck's novella "Of Mice and Men," whose isolation and experiences of racism highlight the themes of loneliness and social injustice.
  • D. The Racketeer
    The Racketeer is a legal thriller novel by John Grisham that follows a wrongfully imprisoned lawyer who leverages inside knowledge of a federal judge’s murder to bargain for his freedom and revenge.
  • E. Guilty Men
    Guilty Men is a 1940 polemical book, co-authored by Michael Foot under a pseudonym, that fiercely condemned British appeasement policies toward Nazi Germany in the 1930s.
  • 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: Ne’er-Do-Wells
Triple: [Bill Schneider, associatedAct, Ne’er-Do-Wells]
Generated description
Ne’er-Do-Wells is a musical group known for its association with musician Bill Schneider.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ne’er-Do-Wells
Target entity description: Ne’er-Do-Wells is a musical group known for its association with musician Bill Schneider.
  • A. The Criminals
    The Criminals is a punk rock band known for featuring guitarist Jason White, who later gained prominence with Green Day.
  • B. The Gang
    The Gang is the dysfunctional central group of friends in the TV sitcom "It's Always Sunny in Philadelphia," known for their selfish schemes and morally questionable antics.
  • C. Crooks
    Crooks is the African American stable hand in John Steinbeck's novella "Of Mice and Men," whose isolation and experiences of racism highlight the themes of loneliness and social injustice.
  • D. The Racketeer
    The Racketeer is a legal thriller novel by John Grisham that follows a wrongfully imprisoned lawyer who leverages inside knowledge of a federal judge’s murder to bargain for his freedom and revenge.
  • E. Guilty Men
    Guilty Men is a 1940 polemical book, co-authored by Michael Foot under a pseudonym, that fiercely condemned British appeasement policies toward Nazi Germany in the 1930s.
  • 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_69c00833a3fc81908f4bc29ed011b7a6 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0293771ec8190a0082685327d649b completed March 22, 2026, 5:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e507d348190a983a4c127b78de0 completed March 22, 2026, 11:42 p.m.
NEDg Description generation batch_69c0895a350c819098bfe51833e7f0da completed March 23, 2026, 12:29 a.m.
NED2 Entity disambiguation (via description) batch_69c089e769248190aec908d826a36a85 completed March 23, 2026, 12:31 a.m.
Created at: March 22, 2026, 3:49 p.m.