Triple

T19913392
Position Surface form Disambiguated ID Type / Status
Subject Lost Highway Records E478602 entity
Predicate notableRelease P13405 FINISHED
Object “It’ll Come to You: The Songs of John Hiatt”
“It’ll Come to You: The Songs of John Hiatt” is a tribute compilation album featuring various artists covering songs written by American singer-songwriter John Hiatt.
 E1401043 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: “It’ll Come to You: The Songs of John Hiatt” | Statement: [Lost Highway Records, notableRelease, “It’ll Come to You: The Songs of John Hiatt”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “It’ll Come to You: The Songs of John Hiatt”
Context triple: [Lost Highway Records, notableRelease, “It’ll Come to You: The Songs of John Hiatt”]
  • A. High Wide & Handsome: The Charlie Poole Project
    High Wide & Handsome: The Charlie Poole Project is a concept album by Loudon Wainwright III that pays tribute to early country musician Charlie Poole through reinterpretations and original songs inspired by his life and music.
  • B. John David Souther (album)
    "John David Souther" is the 1972 debut solo album by American singer-songwriter J.D. Souther, blending country-rock and soft rock styles that helped define the Laurel Canyon sound.
  • C. Profile II: The Best of Emmylou Harris
    "Profile II: The Best of Emmylou Harris" is a compilation album showcasing highlights from American country singer Emmylou Harris's acclaimed recordings during the late 1970s and early 1980s.
  • D. Lyle Lovett and His Large Band
    Lyle Lovett and His Large Band is an American country-influenced big band ensemble known for blending country, jazz, blues, and swing in support of singer-songwriter Lyle Lovett.
  • E. Hootie Blues
    "Hootie Blues" is a classic Kansas City jazz and blues piece closely associated with pianist and bandleader Jay McShann and early bebop-era sounds.
  • 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: “It’ll Come to You: The Songs of John Hiatt”
Triple: [Lost Highway Records, notableRelease, “It’ll Come to You: The Songs of John Hiatt”]
Generated description
“It’ll Come to You: The Songs of John Hiatt” is a tribute compilation album featuring various artists covering songs written by American singer-songwriter John Hiatt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “It’ll Come to You: The Songs of John Hiatt”
Target entity description: “It’ll Come to You: The Songs of John Hiatt” is a tribute compilation album featuring various artists covering songs written by American singer-songwriter John Hiatt.
  • A. High Wide & Handsome: The Charlie Poole Project
    High Wide & Handsome: The Charlie Poole Project is a concept album by Loudon Wainwright III that pays tribute to early country musician Charlie Poole through reinterpretations and original songs inspired by his life and music.
  • B. John David Souther (album)
    "John David Souther" is the 1972 debut solo album by American singer-songwriter J.D. Souther, blending country-rock and soft rock styles that helped define the Laurel Canyon sound.
  • C. Profile II: The Best of Emmylou Harris
    "Profile II: The Best of Emmylou Harris" is a compilation album showcasing highlights from American country singer Emmylou Harris's acclaimed recordings during the late 1970s and early 1980s.
  • D. Lyle Lovett and His Large Band
    Lyle Lovett and His Large Band is an American country-influenced big band ensemble known for blending country, jazz, blues, and swing in support of singer-songwriter Lyle Lovett.
  • E. Hootie Blues
    "Hootie Blues" is a classic Kansas City jazz and blues piece closely associated with pianist and bandleader Jay McShann and early bebop-era sounds.
  • 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_69d8e520682081909892916424699bd5 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e659917fdc8190bf29bfdab0fe8f85 completed April 20, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ea4da7b08190a91e34dc73c45042 completed May 16, 2026, 3:53 a.m.
NEDg Description generation batch_6a07ec5609748190b38b8bfce84924b5 completed May 16, 2026, 4:02 a.m.
NED2 Entity disambiguation (via description) batch_6a07ed1b06a88190a837c3aaf32438c9 completed May 16, 2026, 4:05 a.m.
Created at: April 10, 2026, 1:53 p.m.