Triple

T5530332
Position Surface form Disambiguated ID Type / Status
Subject Steely Dan E145030 entity
Predicate notableSong P4 FINISHED
Object Do It Again
"Do It Again" is a 1972 jazz-rock song by Steely Dan, known for its distinctive electric sitar hook and cynical, narrative lyrics.
 E528959 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: Do It Again | Statement: [Steely Dan, notableSong, Do It Again]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Do It Again
Context triple: [Steely Dan, notableSong, Do It Again]
  • A. Doin' It Again
    Doin' It Again is a stand-up comedy special by George Carlin, showcasing his sharp social commentary and irreverent humor.
  • B. Play It Again
    "Play It Again" is a popular country song by American singer Luke Bryan, known for its catchy melody and romantic storytelling lyrics.
  • C. Doin' It
    "Doin' It" is a mid-1990s hip hop single by LL Cool J known for its smooth, sensual vibe and catchy chorus.
  • D. Once Again
    "Once Again" is a song featured on the album "Show Me."
  • E. Once Again
    "Once Again" is a creative work—likely a film, television episode, or literary piece—notable for featuring the character Maxine.
  • 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: Do It Again
Triple: [Steely Dan, notableSong, Do It Again]
Generated description
"Do It Again" is a 1972 jazz-rock song by Steely Dan, known for its distinctive electric sitar hook and cynical, narrative lyrics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Do It Again
Target entity description: "Do It Again" is a 1972 jazz-rock song by Steely Dan, known for its distinctive electric sitar hook and cynical, narrative lyrics.
  • A. Doin' It Again
    Doin' It Again is a stand-up comedy special by George Carlin, showcasing his sharp social commentary and irreverent humor.
  • B. Play It Again
    "Play It Again" is a popular country song by American singer Luke Bryan, known for its catchy melody and romantic storytelling lyrics.
  • C. Doin' It
    "Doin' It" is a mid-1990s hip hop single by LL Cool J known for its smooth, sensual vibe and catchy chorus.
  • D. Once Again
    "Once Again" is a song featured on the album "Show Me."
  • E. 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.
  • 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_69c008f9955881909bfa8348b56b4739 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f9b59bc8190a8758b3be54831e9 completed March 22, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c02805a174819096cd16f2c1ef2eb1 completed March 22, 2026, 5:33 p.m.
NEDg Description generation batch_69c033ddc7148190ba64ebfc2472c367 completed March 22, 2026, 6:24 p.m.
NED2 Entity disambiguation (via description) batch_69c036725fc481908ab0e260892d8243 completed March 22, 2026, 6:35 p.m.
Created at: March 22, 2026, 3:34 p.m.