Triple

T23557793
Position Surface form Disambiguated ID Type / Status
Subject Hillbilly Deluxe E579133 entity
Predicate hasTrack P3284 FINISHED
Object Whiskey Do My Talkin'
"Whiskey Do My Talkin'" is a country song by Brooks & Dunn from their album *Hillbilly Deluxe*, featuring their signature honky-tonk style and lyrical storytelling.
 E1591065 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: Whiskey Do My Talkin' | Statement: [Hillbilly Deluxe, hasTrack, Whiskey Do My Talkin']
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Whiskey Do My Talkin'
Context triple: [Hillbilly Deluxe, hasTrack, Whiskey Do My Talkin']
  • A. Drink a Little Whiskey Down
    "Drink a Little Whiskey Down" is a country song by Luke Bryan featured on his album "Born Here Live Here Die Here."
  • B. Way Down in My Whiskey
    "Way Down in My Whiskey" is a country song featured on Alan Jackson's 2021 album "Where Have You Gone."
  • C. Whiskey and You
    "Whiskey and You" is a somber country ballad best known from Chris Stapleton’s album *Traveller*, reflecting on heartbreak and alcohol-fueled loneliness.
  • D. Never Did Like Whiskey
    "Never Did Like Whiskey" is a country song recorded by American singer Billie Jo Spears, known for its classic honky-tonk style and Spears' distinctive vocal delivery.
  • E. Ain't Enough Whiskey
    "Ain't Enough Whiskey" is a country song featured on the album "First Kiss."
  • 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: Whiskey Do My Talkin'
Triple: [Hillbilly Deluxe, hasTrack, Whiskey Do My Talkin']
Generated description
"Whiskey Do My Talkin'" is a country song by Brooks & Dunn from their album *Hillbilly Deluxe*, featuring their signature honky-tonk style and lyrical storytelling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Whiskey Do My Talkin'
Target entity description: "Whiskey Do My Talkin'" is a country song by Brooks & Dunn from their album *Hillbilly Deluxe*, featuring their signature honky-tonk style and lyrical storytelling.
  • A. Drink a Little Whiskey Down
    "Drink a Little Whiskey Down" is a country song by Luke Bryan featured on his album "Born Here Live Here Die Here."
  • B. Way Down in My Whiskey
    "Way Down in My Whiskey" is a country song featured on Alan Jackson's 2021 album "Where Have You Gone."
  • C. Whiskey and You
    "Whiskey and You" is a somber country ballad best known from Chris Stapleton’s album *Traveller*, reflecting on heartbreak and alcohol-fueled loneliness.
  • D. Never Did Like Whiskey
    "Never Did Like Whiskey" is a country song recorded by American singer Billie Jo Spears, known for its classic honky-tonk style and Spears' distinctive vocal delivery.
  • E. Ain't Enough Whiskey
    "Ain't Enough Whiskey" is a country song featured on the album "First Kiss."
  • 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_69e245fe24588190888f3aec8407d8e3 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1af659e9881908b527accfd2b1187 completed April 29, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf69e8c88190bb80ece5ab1aa32d completed May 19, 2026, 10:08 p.m.
NEDg Description generation batch_6a0ce14b83108190a2bf5969f15b0dfe completed May 19, 2026, 10:16 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce203ec688190a7a88c9ddd824bb7 completed May 19, 2026, 10:19 p.m.
Created at: April 17, 2026, 6:12 p.m.