Triple

T3496323
Position Surface form Disambiguated ID Type / Status
Subject Ry Cooder E73859 entity
Predicate associatedAct P37 FINISHED
Object John Hiatt
John Hiatt is an American singer-songwriter and guitarist known for his roots-rock, Americana, and country-influenced songs that have been widely covered by other artists.
 E363118 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: John Hiatt | Statement: [Ry Cooder, associatedAct, John Hiatt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Hiatt
Context triple: [Ry Cooder, associatedAct, John Hiatt]
  • A. John Prine
    John Prine was an influential American singer-songwriter known for his witty, poignant folk and country songs that explored everyday life and social issues.
  • B. Steve Earle
    Steve Earle is an American singer-songwriter and actor known for his influential blend of rock, country, and folk music and his politically charged, narrative-driven songwriting.
  • C. Jackson Browne
    Jackson Browne is an American singer-songwriter known for his introspective lyrics and influential contributions to the 1970s soft rock and folk-rock genres.
  • D. Nils Lofgren
    Nils Lofgren is an American rock musician, singer-songwriter, and virtuoso guitarist best known for his solo work and as a longtime member of Bruce Springsteen’s E Street Band.
  • E. Rodney Crowell
    Rodney Crowell is an American country singer-songwriter and producer known for his influential role in the Americana and country-rock scenes, including his work with Emmylou Harris and a string of critically acclaimed solo albums.
  • 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: John Hiatt
Triple: [Ry Cooder, associatedAct, John Hiatt]
Generated description
John Hiatt is an American singer-songwriter and guitarist known for his roots-rock, Americana, and country-influenced songs that have been widely covered by other artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Hiatt
Target entity description: John Hiatt is an American singer-songwriter and guitarist known for his roots-rock, Americana, and country-influenced songs that have been widely covered by other artists.
  • A. John Prine
    John Prine was an influential American singer-songwriter known for his witty, poignant folk and country songs that explored everyday life and social issues.
  • B. Steve Earle
    Steve Earle is an American singer-songwriter and actor known for his influential blend of rock, country, and folk music and his politically charged, narrative-driven songwriting.
  • C. Jackson Browne
    Jackson Browne is an American singer-songwriter known for his introspective lyrics and influential contributions to the 1970s soft rock and folk-rock genres.
  • D. Nils Lofgren
    Nils Lofgren is an American rock musician, singer-songwriter, and virtuoso guitarist best known for his solo work and as a longtime member of Bruce Springsteen’s E Street Band.
  • E. Rodney Crowell
    Rodney Crowell is an American country singer-songwriter and producer known for his influential role in the Americana and country-rock scenes, including his work with Emmylou Harris and a string of critically acclaimed solo albums.
  • 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_69ad85cdb6e48190a335d412b9194ed8 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbbd16c0081908f13535f459618d1 completed March 8, 2026, 6:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69b373cce4008190beb010b171bc4940 completed March 13, 2026, 2:17 a.m.
NEDg Description generation batch_69b374a7a4fc81909cb7e36502132d12 completed March 13, 2026, 2:21 a.m.
NED2 Entity disambiguation (via description) batch_69b3755597d8819081375fab35b75369 completed March 13, 2026, 2:24 a.m.
Created at: March 8, 2026, 3:18 p.m.