Triple

T8595744
Position Surface form Disambiguated ID Type / Status
Subject William DuVall E203539 entity
Predicate associatedAct P37 FINISHED
Object Madfly
Madfly was an Atlanta-based alternative rock band fronted by vocalist and guitarist William DuVall before he joined Alice in Chains.
 E745980 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: Madfly | Statement: [William DuVall, associatedAct, Madfly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Madfly
Context triple: [William DuVall, associatedAct, Madfly]
  • A. Puddle of Mudd
    Puddle of Mudd is an American post-grunge rock band best known for early-2000s hits like "Blurry," "She Hates Me," and "Control."
  • B. Papa Roach
    Papa Roach is an American rock band best known for their early 2000s nu metal and alternative rock hits like "Last Resort."
  • C. Godsmack
    Godsmack is an American hard rock and alternative metal band known for hits like "I Stand Alone" and "Voodoo" and for their aggressive, riff-driven sound.
  • D. Primus
    Primus is a real-time framework that provides a unified interface over various WebSocket and fallback transports to simplify building scalable, event-driven applications.
  • E. Primus
    Primus is an American rock band known for its eccentric, genre-blending sound and the virtuosic bass playing of frontman Les Claypool.
  • 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: Madfly
Triple: [William DuVall, associatedAct, Madfly]
Generated description
Madfly was an Atlanta-based alternative rock band fronted by vocalist and guitarist William DuVall before he joined Alice in Chains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Madfly
Target entity description: Madfly was an Atlanta-based alternative rock band fronted by vocalist and guitarist William DuVall before he joined Alice in Chains.
  • A. Puddle of Mudd
    Puddle of Mudd is an American post-grunge rock band best known for early-2000s hits like "Blurry," "She Hates Me," and "Control."
  • B. Papa Roach
    Papa Roach is an American rock band best known for their early 2000s nu metal and alternative rock hits like "Last Resort."
  • C. Godsmack
    Godsmack is an American hard rock and alternative metal band known for hits like "I Stand Alone" and "Voodoo" and for their aggressive, riff-driven sound.
  • D. Primus
    Primus is an American rock band known for its eccentric, genre-blending sound and the virtuosic bass playing of frontman Les Claypool.
  • E. Primus
    Primus is a real-time framework that provides a unified interface over various WebSocket and fallback transports to simplify building scalable, event-driven applications.
  • 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_69ca832a7f108190b4e4f5648abf4aa2 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46c76fd48190ae67b660c5b8e29f completed March 31, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea8c9fcc48190ba20c85e226ef5f3 completed April 2, 2026, 5:35 p.m.
NEDg Description generation batch_69ceacba7e1881909fff41f09a188921 completed April 2, 2026, 5:51 p.m.
NED2 Entity disambiguation (via description) batch_69cead71d930819083d1acaf8459590c completed April 2, 2026, 5:54 p.m.
Created at: March 30, 2026, 6:23 p.m.