Triple

T12671606
Position Surface form Disambiguated ID Type / Status
Subject Ricky Skaggs E302696 entity
Predicate notableWork P4 FINISHED
Object Highways & Heartaches
Highways & Heartaches is a 1982 country and bluegrass album by Ricky Skaggs that helped establish him as a major figure in the neotraditional country movement.
E995570 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: Highways & Heartaches | Statement: [Ricky Skaggs, notableWork, Highways & Heartaches]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highways & Heartaches
Context triple: [Ricky Skaggs, notableWork, Highways & Heartaches]
  • A. The Heartaches Are Free
    "The Heartaches Are Free" is a country song by Dwight Yoakam featured on his 2000 album *Tomorrow’s Sounds Today*.
  • B. Streets of Bakersfield
    "Streets of Bakersfield" is a popular country song, famously recorded as a duet by Dwight Yoakam and Buck Owens, that helped revive interest in the Bakersfield sound.
  • C. Every Which Way but Loose
    Every Which Way but Loose is a 1978 American action-comedy film starring Clint Eastwood as a trucker and bare-knuckle brawler who travels with his pet orangutan.
  • D. Two Lane Highway
    "Two Lane Highway" is a 1975 country rock album by Pure Prairie League that helped define the band's smooth, harmony-rich sound.
  • E. Down the Highway
    "Down the Highway" is a blues-influenced folk song by Bob Dylan, featured on his landmark 1963 album *The Freewheelin' Bob Dylan*.
  • 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: Highways & Heartaches
Triple: [Ricky Skaggs, notableWork, Highways & Heartaches]
Generated description
Highways & Heartaches is a 1982 country and bluegrass album by Ricky Skaggs that helped establish him as a major figure in the neotraditional country movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highways & Heartaches
Target entity description: Highways & Heartaches is a 1982 country and bluegrass album by Ricky Skaggs that helped establish him as a major figure in the neotraditional country movement.
  • A. The Heartaches Are Free
    "The Heartaches Are Free" is a country song by Dwight Yoakam featured on his 2000 album *Tomorrow’s Sounds Today*.
  • B. Streets of Bakersfield
    "Streets of Bakersfield" is a popular country song, famously recorded as a duet by Dwight Yoakam and Buck Owens, that helped revive interest in the Bakersfield sound.
  • C. Every Which Way but Loose
    Every Which Way but Loose is a 1978 American action-comedy film starring Clint Eastwood as a trucker and bare-knuckle brawler who travels with his pet orangutan.
  • D. Two Lane Highway
    "Two Lane Highway" is a 1975 country rock album by Pure Prairie League that helped define the band's smooth, harmony-rich sound.
  • E. Down the Highway
    "Down the Highway" is a blues-influenced folk song by Bob Dylan, featured on his landmark 1963 album *The Freewheelin' Bob Dylan*.
  • 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_69d7bdee64a08190801c6d470aefd723 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961ae493481908f82e0d05dce20bd completed April 10, 2026, 8:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6689019988190ae3a3a52be45c83a completed May 2, 2026, 9:11 p.m.
NEDg Description generation batch_69f6697e3a688190abd025df1112feba completed May 2, 2026, 9:15 p.m.
NED2 Entity disambiguation (via description) batch_69f66a9230608190bfe99290ca1679fa completed May 2, 2026, 9:20 p.m.
Created at: April 9, 2026, 5:20 p.m.