Triple

T13057120
Position Surface form Disambiguated ID Type / Status
Subject Usher (album) E327606 entity
Predicate hasPart P35 FINISHED
Object "The Many Ways"
"The Many Ways" is an R&B song by Usher from his self-titled debut studio album.
 E1018427 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 Many Ways" | Statement: [Usher (album), hasPart, "The Many Ways"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: "The Many Ways"
Context triple: [Usher (album), hasPart, "The Many Ways"]
  • A. "The Simple Way"
    "The Simple Way" is a Christian intentional community and nonprofit organization in Philadelphia dedicated to living out principles of simplicity, solidarity with the poor, and neighborhood-based activism.
  • B. So Many Ways
    So Many Ways is a Thoroughbred racehorse known for her success on the American racing circuit.
  • C. So Many Ways
    "So Many Ways" is a music single released under the independent label Ode Records.
  • D. 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.
  • E. So Much Out the Way
    "So Much Out the Way" is a standout hip-hop track by Shine known for its introspective lyrics and smooth, melodic production.
  • 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 Many Ways"
Triple: [Usher (album), hasPart, "The Many Ways"]
Generated description
"The Many Ways" is an R&B song by Usher from his self-titled debut studio album.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: "The Many Ways"
Target entity description: "The Many Ways" is an R&B song by Usher from his self-titled debut studio album.
  • A. "The Simple Way"
    "The Simple Way" is a Christian intentional community and nonprofit organization in Philadelphia dedicated to living out principles of simplicity, solidarity with the poor, and neighborhood-based activism.
  • B. So Many Ways
    So Many Ways is a Thoroughbred racehorse known for her success on the American racing circuit.
  • C. So Many Ways
    "So Many Ways" is a music single released under the independent label Ode Records.
  • D. 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.
  • E. So Much Out the Way
    "So Much Out the Way" is a standout hip-hop track by Shine known for its introspective lyrics and smooth, melodic production.
  • 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_69d8076e64308190904fb5c93517c901 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d980bd305c8190bcf191b2d35ec8de completed April 10, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbe0bf3081909ff498ac66cb2aa6 completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6cd0e88e08190a07468336bb624f0 completed May 3, 2026, 4:20 a.m.
NED2 Entity disambiguation (via description) batch_69f6ce23ca208190960409130c4c52a9 completed May 3, 2026, 4:25 a.m.
Created at: April 9, 2026, 8:58 p.m.