Triple

T7927294
Position Surface form Disambiguated ID Type / Status
Subject Code Red E184097 entity
Predicate hasTrack P3284 FINISHED
Object Love Just Ain’t Enough (feat. Timbaland)
"Love Just Ain’t Enough (feat. Timbaland)" is an R&B/hip-hop track featuring producer-rapper Timbaland from the album "Code Red."
 E700312 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: Love Just Ain’t Enough (feat. Timbaland) | Statement: [Code Red, hasTrack, Love Just Ain’t Enough (feat. Timbaland)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Love Just Ain’t Enough (feat. Timbaland)
Context triple: [Code Red, hasTrack, Love Just Ain’t Enough (feat. Timbaland)]
  • A. L.O.V.E. (Remix)
    "L.O.V.E. (Remix)" is a reworked version of the song "L.O.V.E." featured on the album "Elevation."
  • B. Ain't Gone 'n' Give Up on Love
    "Ain't Gone 'n' Give Up on Love" is a blues song by Stevie Ray Vaughan, noted for its soulful vocals and expressive guitar work.
  • C. Love Is Not Enough
    Love Is Not Enough is a psychological work by Bruno Bettelheim examining the limits of affection alone in effectively raising and treating emotionally disturbed children.
  • D. Love Will Save the Day (remix)
    "Love Will Save the Day (remix)" is a remixed version of Whitney Houston’s upbeat dance track, featured on her compilation album Whitney: The Greatest Hits.
  • E. It’s Over (feat. Kanye West)
    "It’s Over (feat. Kanye West)" is a collaborative hip-hop/R&B track featuring Kanye West, included on John Legend’s album *Evolver*.
  • 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: Love Just Ain’t Enough (feat. Timbaland)
Triple: [Code Red, hasTrack, Love Just Ain’t Enough (feat. Timbaland)]
Generated description
"Love Just Ain’t Enough (feat. Timbaland)" is an R&B/hip-hop track featuring producer-rapper Timbaland from the album "Code Red."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Love Just Ain’t Enough (feat. Timbaland)
Target entity description: "Love Just Ain’t Enough (feat. Timbaland)" is an R&B/hip-hop track featuring producer-rapper Timbaland from the album "Code Red."
  • A. L.O.V.E. (Remix)
    "L.O.V.E. (Remix)" is a reworked version of the song "L.O.V.E." featured on the album "Elevation."
  • B. Ain't Gone 'n' Give Up on Love
    "Ain't Gone 'n' Give Up on Love" is a blues song by Stevie Ray Vaughan, noted for its soulful vocals and expressive guitar work.
  • C. Love Is Not Enough
    Love Is Not Enough is a psychological work by Bruno Bettelheim examining the limits of affection alone in effectively raising and treating emotionally disturbed children.
  • D. Love Will Save the Day (remix)
    "Love Will Save the Day (remix)" is a remixed version of Whitney Houston’s upbeat dance track, featured on her compilation album Whitney: The Greatest Hits.
  • E. It’s Over (feat. Kanye West)
    "It’s Over (feat. Kanye West)" is a collaborative hip-hop/R&B track featuring Kanye West, included on John Legend’s album *Evolver*.
  • 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_69ca828fe7bc819090f52c88dcd72183 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3aafdb5c8190b7f2ce5349305f78 completed March 31, 2026, 3:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5bfd08e88190bc6b2d77a148ae57 completed March 31, 2026, 5:30 a.m.
NEDg Description generation batch_69cb7633c5a0819089deb6e89d9acb8e completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb84dc86c8190893d67ce07c51aa0 completed March 31, 2026, 12:04 p.m.
Created at: March 30, 2026, 5:07 p.m.