Triple

T1017090
Position Surface form Disambiguated ID Type / Status
Subject Dwight Yoakam E21954 entity
Predicate album P1995 FINISHED
Object Tomorrow’s Sounds Today
"Tomorrow’s Sounds Today" is a studio album by American country artist Dwight Yoakam that blends his signature honky-tonk style with contemporary country influences.
 E121631 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: Tomorrow’s Sounds Today | Statement: [Dwight Yoakam, album, Tomorrow’s Sounds Today]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tomorrow’s Sounds Today
Context triple: [Dwight Yoakam, album, Tomorrow’s Sounds Today]
  • A. How Tomorrow Moves
    "How Tomorrow Moves" is the corporate slogan used by CSX Transportation to emphasize its role in modern, forward-looking freight rail services.
  • B. In the Now
    "In the Now" is Barry Gibb’s 2016 solo studio album, blending pop and soft rock with reflective, emotionally driven songwriting that marks his return to recording after many years.
  • C. The Problem with Music
    The Problem with Music is a widely cited essay critiquing the exploitative practices of the mainstream music industry and the ways record labels financially and creatively undermine artists.
  • D. Signals and Songs
    "Signals and Songs" is an episode of the nature documentary series *The Life of Birds* that explores how birds communicate through calls, songs, and other signaling behaviors.
  • E. Profiles of the Future
    Profiles of the Future is a speculative non-fiction book by Arthur C. Clarke that explores the possibilities and implications of future scientific and technological developments.
  • 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: Tomorrow’s Sounds Today
Triple: [Dwight Yoakam, album, Tomorrow’s Sounds Today]
Generated description
"Tomorrow’s Sounds Today" is a studio album by American country artist Dwight Yoakam that blends his signature honky-tonk style with contemporary country influences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tomorrow’s Sounds Today
Target entity description: "Tomorrow’s Sounds Today" is a studio album by American country artist Dwight Yoakam that blends his signature honky-tonk style with contemporary country influences.
  • A. How Tomorrow Moves
    "How Tomorrow Moves" is the corporate slogan used by CSX Transportation to emphasize its role in modern, forward-looking freight rail services.
  • B. In the Now
    "In the Now" is Barry Gibb’s 2016 solo studio album, blending pop and soft rock with reflective, emotionally driven songwriting that marks his return to recording after many years.
  • C. The Problem with Music
    The Problem with Music is a widely cited essay critiquing the exploitative practices of the mainstream music industry and the ways record labels financially and creatively undermine artists.
  • D. Signals and Songs
    "Signals and Songs" is an episode of the nature documentary series *The Life of Birds* that explores how birds communicate through calls, songs, and other signaling behaviors.
  • E. Profiles of the Future
    Profiles of the Future is a speculative non-fiction book by Arthur C. Clarke that explores the possibilities and implications of future scientific and technological developments.
  • 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_69a493c68e24819080ed0ee8bcfd5ce0 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7c4d488819081d8214ba0a22fe5 completed March 1, 2026, 10:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bb1b0bc819095af3b50bfebca1e completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3dd441fc8190ad462aa07e9c8c9b completed March 7, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_69ac3e45d9e88190bc88d037c00c3ecc completed March 7, 2026, 3:03 p.m.
Created at: March 1, 2026, 7:41 p.m.