Triple

T1630404
Position Surface form Disambiguated ID Type / Status
Subject Clint Black E35242 entity
Predicate notableAlbum P4 FINISHED
Object The Hard Way
"The Hard Way" is a 1992 country music album by American singer-songwriter Clint Black that continued his early commercial success with a polished, contemporary sound.
E185348 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: The Hard Way | Statement: [Clint Black, notableAlbum, The Hard Way]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Hard Way
Context triple: [Clint Black, notableAlbum, The Hard Way]
  • A. A Way Out of No Way
    A Way Out of No Way is a memoir by civil rights leader and former U.S. ambassador Andrew Young, recounting his life and work in the struggle for racial justice and public service.
  • B. If There Was a Way
    If There Was a Way is a 1990 country music album by Dwight Yoakam that blends traditional honky-tonk with contemporary influences and is often praised as one of his strongest releases.
  • C. Harder Than The Rest
    Harder Than The Rest is an album by the German reggae band Culture, showcasing their roots reggae style and socially conscious themes.
  • D. Mysterious Ways
    "Mysterious Ways" is a funk-influenced rock song by U2, released as a single from their 1991 album Achtung Baby and known for its distinctive guitar effects and danceable groove.
  • E. Grit and Grind
    Grit and Grind is the hard-nosed, defense-first identity and era of the Memphis Grizzlies defined by physical play, toughness, and blue-collar resilience.
  • 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: The Hard Way
Triple: [Clint Black, notableAlbum, The Hard Way]
Generated description
"The Hard Way" is a 1992 country music album by American singer-songwriter Clint Black that continued his early commercial success with a polished, contemporary sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Hard Way
Target entity description: "The Hard Way" is a 1992 country music album by American singer-songwriter Clint Black that continued his early commercial success with a polished, contemporary sound.
  • A. A Way Out of No Way
    A Way Out of No Way is a memoir by civil rights leader and former U.S. ambassador Andrew Young, recounting his life and work in the struggle for racial justice and public service.
  • B. If There Was a Way
    If There Was a Way is a 1990 country music album by Dwight Yoakam that blends traditional honky-tonk with contemporary influences and is often praised as one of his strongest releases.
  • C. Harder Than The Rest
    Harder Than The Rest is an album by the German reggae band Culture, showcasing their roots reggae style and socially conscious themes.
  • D. Mysterious Ways
    "Mysterious Ways" is a funk-influenced rock song by U2, released as a single from their 1991 album Achtung Baby and known for its distinctive guitar effects and danceable groove.
  • E. Grit and Grind
    Grit and Grind is the hard-nosed, defense-first identity and era of the Memphis Grizzlies defined by physical play, toughness, and blue-collar resilience.
  • 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_69a886036bc081909ff5de16dbe5e8ea completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abb3a9b634819086b44f1574e97dcb completed March 7, 2026, 5:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad58d5acd8819090c51678ce0f63f0 completed March 8, 2026, 11:09 a.m.
NEDg Description generation batch_69ad5a619da481908d66837ea94c91cf completed March 8, 2026, 11:15 a.m.
NED2 Entity disambiguation (via description) batch_69ad5b41a68c8190ba293d8e8c35521b completed March 8, 2026, 11:19 a.m.
Created at: March 4, 2026, 7:28 p.m.