Triple

T20304817
Position Surface form Disambiguated ID Type / Status
Subject Achtung Jackass E505580 entity
Predicate producer P490 FINISHED
Object Willie Samuels
Willie Samuels is a music producer best known for his work on the punk rock album "Achtung Jackass."
E1422987 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: Willie Samuels | Statement: [Achtung Jackass, producer, Willie Samuels]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Willie Samuels
Context triple: [Achtung Jackass, producer, Willie Samuels]
  • A. Willie Samuels
    Willie Samuels is a musician best known as a member of the punk rock band The Influents.
  • B. Willie Samuels
    Willie Samuels is a performer known for his appearances on the restaurant review television series "Check Please."
  • C. Troy Worrell
    Troy Worrell is a video game industry figure best known as the founder of the development studio Interplay Productions.
  • D. Sammy Shields
    Sammy Shields is a notable individual who has gained recognition significant enough to be documented as a bearer of the Shields surname.
  • E. Willie Scroggs
    Willie Scroggs is a former American lacrosse coach best known for leading the University of North Carolina men's lacrosse program to multiple NCAA championships in the 1980s.
  • 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: Willie Samuels
Triple: [Achtung Jackass, producer, Willie Samuels]
Generated description
Willie Samuels is a music producer best known for his work on the punk rock album "Achtung Jackass."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Willie Samuels
Target entity description: Willie Samuels is a music producer best known for his work on the punk rock album "Achtung Jackass."
  • A. Willie Samuels
    Willie Samuels is a musician best known as a member of the punk rock band The Influents.
  • B. Willie Samuels
    Willie Samuels is a performer known for his appearances on the restaurant review television series "Check Please."
  • C. Troy Worrell
    Troy Worrell is a video game industry figure best known as the founder of the development studio Interplay Productions.
  • D. Sammy Shields
    Sammy Shields is a notable individual who has gained recognition significant enough to be documented as a bearer of the Shields surname.
  • E. Willie Scroggs
    Willie Scroggs is a former American lacrosse coach best known for leading the University of North Carolina men's lacrosse program to multiple NCAA championships in the 1980s.
  • 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_69e0b4b8ab648190906e18538c250148 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6773ed3248190ba949ec941e8d41f completed April 20, 2026, 6:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08611c2f248190bf7c69536022ee8a completed May 16, 2026, 12:20 p.m.
NEDg Description generation batch_6a0862421d9c8190bcc0c2c6dc1e9936 completed May 16, 2026, 12:25 p.m.
NED2 Entity disambiguation (via description) batch_6a08632b4618819085a4cc20aa297c70 completed May 16, 2026, 12:29 p.m.
Created at: April 16, 2026, 11:18 a.m.