Triple

T8483928
Position Surface form Disambiguated ID Type / Status
Subject Jeff Tweedy E200786 entity
Predicate associatedAct P37 FINISHED
Object Billy Bragg
Billy Bragg is an English singer-songwriter and activist known for blending folk, punk, and protest music, as well as for his collaborations with Wilco on the Mermaid Avenue albums setting Woody Guthrie’s lyrics to music.
 E736299 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: Billy Bragg | Statement: [Jeff Tweedy, associatedAct, Billy Bragg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Billy Bragg
Context triple: [Jeff Tweedy, associatedAct, Billy Bragg]
  • A. Phil Green
    Phil Green was a British composer and bandleader known for his prolific work in film and library music during the mid-20th century.
  • B. John Parish
    John Parish is an English musician, songwriter, and producer best known for his long-running creative collaboration with PJ Harvey and his work on numerous alternative rock and indie projects.
  • C. Danny Dominion
    Danny Dominion is a professional wrestling trainer and independent wrestler best known for helping develop future WWE star CM Punk early in his career.
  • D. Loudon Wainwright III
    Loudon Wainwright III is an American folk singer-songwriter and humorist known for his witty, confessional songs and influential albums since the 1970s.
  • E. Johnny Brett
    Johnny Brett is a talented but underappreciated tap dancer and one of the central protagonists in the classic musical film "Broadway Melody of 1940."
  • 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: Billy Bragg
Triple: [Jeff Tweedy, associatedAct, Billy Bragg]
Generated description
Billy Bragg is an English singer-songwriter and activist known for blending folk, punk, and protest music, as well as for his collaborations with Wilco on the Mermaid Avenue albums setting Woody Guthrie’s lyrics to music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Billy Bragg
Target entity description: Billy Bragg is an English singer-songwriter and activist known for blending folk, punk, and protest music, as well as for his collaborations with Wilco on the Mermaid Avenue albums setting Woody Guthrie’s lyrics to music.
  • A. Phil Green
    Phil Green was a British composer and bandleader known for his prolific work in film and library music during the mid-20th century.
  • B. John Parish
    John Parish is an English musician, songwriter, and producer best known for his long-running creative collaboration with PJ Harvey and his work on numerous alternative rock and indie projects.
  • C. Danny Dominion
    Danny Dominion is a professional wrestling trainer and independent wrestler best known for helping develop future WWE star CM Punk early in his career.
  • D. Loudon Wainwright III
    Loudon Wainwright III is an American folk singer-songwriter and humorist known for his witty, confessional songs and influential albums since the 1970s.
  • E. Johnny Brett
    Johnny Brett is a talented but underappreciated tap dancer and one of the central protagonists in the classic musical film "Broadway Melody of 1940."
  • 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_69ca831d7b148190a6e32c1de43ab13b completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe539b70c81909f8f045312f0d5f8 completed March 31, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce3a348a8481908a72c7ac15605022 completed April 2, 2026, 9:43 a.m.
NEDg Description generation batch_69ce3b56c3d881909468c3304e84cdb8 completed April 2, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_69ce3c2579a08190af15d40d4bf7bb9f completed April 2, 2026, 9:51 a.m.
Created at: March 30, 2026, 6:12 p.m.