Triple

T3120524
Position Surface form Disambiguated ID Type / Status
Subject Phrenology E65171 entity
Predicate featuresArtist P1952 FINISHED
Object Cody Chesnutt
Cody Chesnutt is an American singer-songwriter and guitarist known for his raw, genre-blending soul, rock, and R&B music and his influential early-2000s work.
 E330162 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: Cody Chesnutt | Statement: [Phrenology, featuresArtist, Cody Chesnutt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cody Chesnutt
Context triple: [Phrenology, featuresArtist, Cody Chesnutt]
  • A. Jimmie Allen
    Jimmie Allen is an American country music singer and songwriter known for hits like "Best Shot" and for breaking through as one of the few prominent Black artists in modern country music.
  • B. Sam W. Hunt
    Sam W. Hunt is an American politician who served as a member of the Washington State Legislature.
  • C. Mark Womack
    Mark Womack is a British actor known for his work in television dramas such as "Liverpool 1" and "Murphy's Law."
  • D. Sam Hunt
    Sam Hunt is an American country music singer and songwriter known for blending country with pop and R&B influences on hits like "Body Like a Back Road."
  • E. Brandon Boyce
    Brandon Boyce is an American screenwriter and actor best known for adapting Stephen King’s "Apt Pupil" and writing films such as "Wicker Park."
  • 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: Cody Chesnutt
Triple: [Phrenology, featuresArtist, Cody Chesnutt]
Generated description
Cody Chesnutt is an American singer-songwriter and guitarist known for his raw, genre-blending soul, rock, and R&B music and his influential early-2000s work.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cody Chesnutt
Target entity description: Cody Chesnutt is an American singer-songwriter and guitarist known for his raw, genre-blending soul, rock, and R&B music and his influential early-2000s work.
  • A. Jimmie Allen
    Jimmie Allen is an American country music singer and songwriter known for hits like "Best Shot" and for breaking through as one of the few prominent Black artists in modern country music.
  • B. Sam W. Hunt
    Sam W. Hunt is an American politician who served as a member of the Washington State Legislature.
  • C. Mark Womack
    Mark Womack is a British actor known for his work in television dramas such as "Liverpool 1" and "Murphy's Law."
  • D. Sam Hunt
    Sam Hunt is an American country music singer and songwriter known for blending country with pop and R&B influences on hits like "Body Like a Back Road."
  • E. Brandon Boyce
    Brandon Boyce is an American screenwriter and actor best known for adapting Stephen King’s "Apt Pupil" and writing films such as "Wicker Park."
  • 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_69ad857fcc088190b0c4d45a5cde6f61 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada4eb6a6081909df41f67999eb4ff completed March 8, 2026, 4:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f67b80c8190849581cf1829d840 completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b2135f05c88190b926556828a038ac completed March 12, 2026, 1:14 a.m.
NED2 Entity disambiguation (via description) batch_69b214268d588190996d909297baaffc completed March 12, 2026, 1:17 a.m.
Created at: March 8, 2026, 3:04 p.m.