Triple

T21460760
Position Surface form Disambiguated ID Type / Status
Subject U Make Me Wanna E529463 entity
Predicate chronologyPreviousTitle P22762 FINISHED
Object The Many Ways
"The Many Ways" is an R&B song by Usher from his 1994 self-titled debut album.
 E1487054 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: [U Make Me Wanna, chronologyPreviousTitle, The Many Ways]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Many Ways
Context triple: [U Make Me Wanna, chronologyPreviousTitle, The Many Ways]
  • A. So Many Ways
    So Many Ways is a Thoroughbred racehorse known for her success on the American racing circuit.
  • B. So Many Ways
    "So Many Ways" is a music single released under the independent label Ode Records.
  • C. Only Way
    "Only Way" is a track from Lil Wayne's acclaimed hip-hop album *Tha Carter*.
  • D. How Many Ways
    "How Many Ways" is an R&B song by American singer Toni Braxton, released as a single from her self-titled debut album.
  • E. There Is No Other Way
    "There Is No Other Way" is a song from Stephen Sondheim and John Weidman’s Broadway musical *Pacific Overtures*, known for its poignant reflection on cultural change and personal loss in 19th-century Japan.
  • 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: [U Make Me Wanna, chronologyPreviousTitle, The Many Ways]
Generated description
"The Many Ways" is an R&B song by Usher from his 1994 self-titled debut 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 1994 self-titled debut album.
  • A. So Many Ways
    So Many Ways is a Thoroughbred racehorse known for her success on the American racing circuit.
  • B. So Many Ways
    "So Many Ways" is a music single released under the independent label Ode Records.
  • C. Only Way
    "Only Way" is a track from Lil Wayne's acclaimed hip-hop album *Tha Carter*.
  • D. How Many Ways
    "How Many Ways" is an R&B song by American singer Toni Braxton, released as a single from her self-titled debut album.
  • E. There Is No Other Way
    "There Is No Other Way" is a song from Stephen Sondheim and John Weidman’s Broadway musical *Pacific Overtures*, known for its poignant reflection on cultural change and personal loss in 19th-century Japan.
  • 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_69e0c458133481908ae8b41a12c4edec completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9e9ee10ec8190a606aa64001af35e completed April 23, 2026, 9:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09cfee56d881909e43099ba5586b3f completed May 17, 2026, 2:25 p.m.
NEDg Description generation batch_6a09de517bd48190b29a5712f951a62a completed May 17, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_6a09deee2a148190838b82083784dcd3 completed May 17, 2026, 3:29 p.m.
Created at: April 16, 2026, 6:09 p.m.