Triple

T18149300
Position Surface form Disambiguated ID Type / Status
Subject Dance into the Light E434463 entity
Predicate hasTrack P3284 FINISHED
Object Oughta Know by Now
"Oughta Know by Now" is a song by Phil Collins featured on his 1996 album *Dance into the Light*.
 E1307751 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: Oughta Know by Now | Statement: [Dance into the Light, hasTrack, Oughta Know by Now]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oughta Know by Now
Context triple: [Dance into the Light, hasTrack, Oughta Know by Now]
  • A. You Oughta Know
    "You Oughta Know" is a 1995 alternative rock song by Alanis Morissette, renowned for its raw, emotionally charged lyrics and breakout role in establishing her international fame.
  • B. C’mon You Know
    C’mon You Know is a solo studio album by English singer-songwriter Liam Gallagher, showcasing his post-Oasis rock sound and songwriting.
  • C. Now I Know
    "Now I Know" is a song by Rihanna from her debut studio album, Music of the Sun.
  • D. Now I Know
    "Now I Know" is a young adult novel by British author Aidan Chambers that explores themes of faith, doubt, and personal identity through the story of a teenager grappling with a mysterious death and his own beliefs.
  • E. He’ll Never Have to Know
    "He’ll Never Have to Know" is an EP by the indie pop duo The Softies, known for their gentle melodies and introspective, lo-fi sound.
  • 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: Oughta Know by Now
Triple: [Dance into the Light, hasTrack, Oughta Know by Now]
Generated description
"Oughta Know by Now" is a song by Phil Collins featured on his 1996 album *Dance into the Light*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oughta Know by Now
Target entity description: "Oughta Know by Now" is a song by Phil Collins featured on his 1996 album *Dance into the Light*.
  • A. You Oughta Know
    "You Oughta Know" is a 1995 alternative rock song by Alanis Morissette, renowned for its raw, emotionally charged lyrics and breakout role in establishing her international fame.
  • B. C’mon You Know
    C’mon You Know is a solo studio album by English singer-songwriter Liam Gallagher, showcasing his post-Oasis rock sound and songwriting.
  • C. Now I Know
    "Now I Know" is a song by Rihanna from her debut studio album, Music of the Sun.
  • D. Now I Know
    "Now I Know" is a young adult novel by British author Aidan Chambers that explores themes of faith, doubt, and personal identity through the story of a teenager grappling with a mysterious death and his own beliefs.
  • E. He’ll Never Have to Know
    "He’ll Never Have to Know" is an EP by the indie pop duo The Softies, known for their gentle melodies and introspective, lo-fi sound.
  • 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_69d8b90aac308190801e2c57d8c5bfe5 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4de372e8081908b52fe33c870716e completed April 19, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0385582bd8819092cf077945fb2b35 completed May 12, 2026, 7:54 p.m.
NEDg Description generation batch_6a03861898948190b3ada048d9ea274c completed May 12, 2026, 7:57 p.m.
NED2 Entity disambiguation (via description) batch_6a0386b90e308190807af4d407840985 completed May 12, 2026, 7:59 p.m.
Created at: April 10, 2026, 10:29 a.m.