Triple

T1114795
Position Surface form Disambiguated ID Type / Status
Subject Slow Dance E11072 entity
Predicate album P1995 FINISHED
Object Once Again
Once Again is a studio album by American R&B singer John Legend, noted for its soulful ballads and polished production.
 E2152 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: Once Again | Statement: [Slow Dance, album, Once Again]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Once Again
Context triple: [Slow Dance, album, Once Again]
  • A. Once Again
    Once Again is John Legend's Grammy-winning second studio album, known for its soulful blend of R&B, pop, and neo-soul.
  • B. Together Again
    "Together Again" is a 1997 dance-pop song by Janet Jackson that became one of her signature hits and a global tribute to friends lost to AIDS.
  • C. Doin' It Again
    Doin' It Again is a stand-up comedy special by George Carlin, showcasing his sharp social commentary and irreverent humor.
  • D. New Again
    "New Again" is a gospel-influenced hip-hop track by Kanye West from his album *Donda*, reflecting themes of spiritual renewal and redemption.
  • E. Once and Again
    Once and Again is an American television drama series that explores the romantic relationship and blended-family struggles of two divorced parents.
  • 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: Once Again
Triple: [Slow Dance, album, Once Again]
Generated description
Once Again is a studio album by American R&B singer John Legend, noted for its soulful ballads and polished production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Once Again
Target entity description: Once Again is a studio album by American R&B singer John Legend, noted for its soulful ballads and polished production.
  • A. Once Again chosen
    Once Again is John Legend's Grammy-winning second studio album, known for its soulful blend of R&B, pop, and neo-soul.
  • B. Together Again
    "Together Again" is a 1997 dance-pop song by Janet Jackson that became one of her signature hits and a global tribute to friends lost to AIDS.
  • C. Doin' It Again
    Doin' It Again is a stand-up comedy special by George Carlin, showcasing his sharp social commentary and irreverent humor.
  • D. New Again
    "New Again" is a gospel-influenced hip-hop track by Kanye West from his album *Donda*, reflecting themes of spiritual renewal and redemption.
  • E. Once and Again
    Once and Again is an American television drama series that explores the romantic relationship and blended-family struggles of two divorced parents.
  • F. None of above.

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_69a493252a648190ac48f8742474a5e8 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4bba161e881908dcd1a66522abf5d completed March 1, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac7f2dc92481909ee6d9d6d4257f1b completed March 7, 2026, 7:40 p.m.
NEDg Description generation batch_69ac7f9a55dc819098204d53aac70ef3 completed March 7, 2026, 7:42 p.m.
NED2 Entity disambiguation (via description) batch_69ac80c3c6b08190a99119f5661c0157 completed March 7, 2026, 7:47 p.m.
Created at: March 1, 2026, 7:43 p.m.