Triple

T13795860
Position Surface form Disambiguated ID Type / Status
Subject Airtight's Revenge E331510 entity
Predicate hasPart P35 FINISHED
Object The Need To Be
"The Need To Be" is a track from the hip-hop album *Airtight's Revenge* by rapper and producer Bilal, reflecting the record's introspective and experimental soul style.
 E1062942 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: The Need To Be | Statement: [Airtight's Revenge, hasPart, The Need To Be]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Need To Be
Context triple: [Airtight's Revenge, hasPart, The Need To Be]
  • A. I Need to Be
    "I Need to Be" is a track from Mase's debut studio album "Harlem World," a landmark late-1990s hip-hop release.
  • B. Rather Be
    "Rather Be" is a 2014 hit single by British electronic group Clean Bandit featuring Jess Glynne, known for its blend of classical-inspired strings with dance-pop production.
  • C. I Need More
    "I Need More" is a track from The Wallflowers' 2012 album "Glad All Over."
  • D. You Need This Music
    You Need This Music is a hip-hop album by acclaimed producer and rapper Nottz, showcasing his hard-hitting, sample-rich production and collaborations with various underground and mainstream artists.
  • E. What I Need
    "What I Need" is a song released as the follow-up single to One Wish.
  • 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: The Need To Be
Triple: [Airtight's Revenge, hasPart, The Need To Be]
Generated description
"The Need To Be" is a track from the hip-hop album *Airtight's Revenge* by rapper and producer Bilal, reflecting the record's introspective and experimental soul style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Need To Be
Target entity description: "The Need To Be" is a track from the hip-hop album *Airtight's Revenge* by rapper and producer Bilal, reflecting the record's introspective and experimental soul style.
  • A. I Need to Be
    "I Need to Be" is a track from Mase's debut studio album "Harlem World," a landmark late-1990s hip-hop release.
  • B. Rather Be
    "Rather Be" is a 2014 hit single by British electronic group Clean Bandit featuring Jess Glynne, known for its blend of classical-inspired strings with dance-pop production.
  • C. I Need More
    "I Need More" is a track from The Wallflowers' 2012 album "Glad All Over."
  • D. You Need This Music
    You Need This Music is a hip-hop album by acclaimed producer and rapper Nottz, showcasing his hard-hitting, sample-rich production and collaborations with various underground and mainstream artists.
  • E. What I Need
    "What I Need" is a song released as the follow-up single to One Wish.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de025be1f08190aac525d72d7dc0c3 completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b08508688190b7e8c33e6b65e25d completed May 3, 2026, 8:31 p.m.
NEDg Description generation batch_69f7b48bf704819098bfb70def28a0d1 completed May 3, 2026, 8:48 p.m.
NED2 Entity disambiguation (via description) batch_69f7b5c9e284819094e7af030e1e9034 completed May 3, 2026, 8:53 p.m.
Created at: April 9, 2026, 10:11 p.m.