Triple

T5754230
Position Surface form Disambiguated ID Type / Status
Subject Gutter Rainbows E126925 entity
Predicate hasTrack P3284 FINISHED
Object Ain’t Waiting
"Ain’t Waiting" is a hip-hop track by Talib Kweli from his album "Gutter Rainbows," showcasing his introspective lyrics and soulful, melodic production.
 E544426 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: Ain’t Waiting | Statement: [Gutter Rainbows, hasTrack, Ain’t Waiting]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ain’t Waiting
Context triple: [Gutter Rainbows, hasTrack, Ain’t Waiting]
  • A. Can’t Wait
    "Can’t Wait" is a song by Bob Dylan, featured on his acclaimed 1997 album *Time Out of Mind*, known for its moody, blues-infused sound and themes of longing and inevitability.
  • B. Don’t Keep Me Waiting
    "Don’t Keep Me Waiting" is a punk rock song by Marky Ramone and the Intruders, showcasing the energetic, melodic style associated with the former Ramones drummer.
  • C. Love Won’t Wait
    "Love Won’t Wait" is a song featured on the Black Eyed Peas' debut studio album "Behind the Front."
  • D. Waiting in Vain
    "Waiting in Vain" is a soulful reggae love song by Bob Marley, best known for its themes of unrequited love and its inclusion on the 1977 album *Exodus*.
  • E. Willing to Wait
    "Willing to Wait" is a romantic R&B ballad by Rihanna from her debut studio album, *Music of the Sun*.
  • 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: Ain’t Waiting
Triple: [Gutter Rainbows, hasTrack, Ain’t Waiting]
Generated description
"Ain’t Waiting" is a hip-hop track by Talib Kweli from his album "Gutter Rainbows," showcasing his introspective lyrics and soulful, melodic production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ain’t Waiting
Target entity description: "Ain’t Waiting" is a hip-hop track by Talib Kweli from his album "Gutter Rainbows," showcasing his introspective lyrics and soulful, melodic production.
  • A. Can’t Wait
    "Can’t Wait" is a song by Bob Dylan, featured on his acclaimed 1997 album *Time Out of Mind*, known for its moody, blues-infused sound and themes of longing and inevitability.
  • B. Don’t Keep Me Waiting
    "Don’t Keep Me Waiting" is a punk rock song by Marky Ramone and the Intruders, showcasing the energetic, melodic style associated with the former Ramones drummer.
  • C. Love Won’t Wait
    "Love Won’t Wait" is a song featured on the Black Eyed Peas' debut studio album "Behind the Front."
  • D. Waiting in Vain
    "Waiting in Vain" is a soulful reggae love song by Bob Marley, best known for its themes of unrequited love and its inclusion on the 1977 album *Exodus*.
  • E. Willing to Wait
    "Willing to Wait" is a romantic R&B ballad by Rihanna from her debut studio album, *Music of the Sun*.
  • 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_69c00832aedc81909899801b141fa3b4 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02904dcf481909e4340a64ee1034e completed March 22, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e434aa88190b56e721c002d31b8 completed March 22, 2026, 11:41 p.m.
NEDg Description generation batch_69c08be0a25481908ae868b2364fcc68 completed March 23, 2026, 12:40 a.m.
NED2 Entity disambiguation (via description) batch_69c08c926fc88190a3a06081c1da364e completed March 23, 2026, 12:42 a.m.
Created at: March 22, 2026, 3:49 p.m.