Triple

T18031164
Position Surface form Disambiguated ID Type / Status
Subject Tank (singer) E431392 entity
Predicate notableWork P4 FINISHED
Object Now or Never
"Now or Never" is an R&B album by American singer-songwriter Tank that showcases his smooth vocals and emotionally driven, contemporary soul style.
E1303405 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: Now or Never | Statement: [Tank (singer), notableWork, Now or Never]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Now or Never
Context triple: [Tank (singer), notableWork, Now or Never]
  • A. Now or Never
    "Now or Never" is a track by The Roots from their critically acclaimed hip-hop album "How I Got Over."
  • B. Now or Never
    "Now or Never" is a 1921 silent comedy film starring Harold Lloyd, with Mildred Davis in a prominent role.
  • C. Now or Never
    "Now or Never" is a 2017 mid-tempo electropop and R&B single by American singer Halsey, known for its moody production and themes of urgency and emotional conflict in a relationship.
  • D. Now Or Never
    "Now Or Never" is a track by American rapper Cochise, known for his energetic delivery and playful, melodic trap style.
  • E. Now or Never (album)
    "Now or Never" is the 2002 debut solo pop album by Backstreet Boys member Nick Carter, showcasing a more rock-influenced sound than his work with the group.
  • 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: Now or Never
Triple: [Tank (singer), notableWork, Now or Never]
Generated description
"Now or Never" is an R&B album by American singer-songwriter Tank that showcases his smooth vocals and emotionally driven, contemporary soul style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Now or Never
Target entity description: "Now or Never" is an R&B album by American singer-songwriter Tank that showcases his smooth vocals and emotionally driven, contemporary soul style.
  • A. Now or Never
    "Now or Never" is a track by The Roots from their critically acclaimed hip-hop album "How I Got Over."
  • B. Now or Never
    "Now or Never" is a 1921 silent comedy film starring Harold Lloyd, with Mildred Davis in a prominent role.
  • C. Now or Never
    "Now or Never" is a 2017 mid-tempo electropop and R&B single by American singer Halsey, known for its moody production and themes of urgency and emotional conflict in a relationship.
  • D. Now Or Never
    "Now Or Never" is a track by American rapper Cochise, known for his energetic delivery and playful, melodic trap style.
  • E. Now or Never (album)
    "Now or Never" is the 2002 debut solo pop album by Backstreet Boys member Nick Carter, showcasing a more rock-influenced sound than his work with the group.
  • 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_69d8b9050fb48190890155145deb0a66 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4be35a70081909d24d36506d18131 completed April 19, 2026, 11:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0349ad32088190a90335c252721023 completed May 12, 2026, 3:39 p.m.
NEDg Description generation batch_6a034dec40d88190acd13a22fa09a938 completed May 12, 2026, 3:57 p.m.
NED2 Entity disambiguation (via description) batch_6a034e9137a88190bb834e9e1a2e1a6f completed May 12, 2026, 4 p.m.
Created at: April 10, 2026, 10:25 a.m.