Triple

T16122395
Position Surface form Disambiguated ID Type / Status
Subject Hot Chip E391179 entity
Predicate notableWork P4 FINISHED
Object Need You Now
"Need You Now" is a 2015 electronic dance single by British synth-pop band Hot Chip, known for its emotive lyrics and house-influenced production.
 E1196735 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: Need You Now | Statement: [Hot Chip, notableWork, Need You Now]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Need You Now
Context triple: [Hot Chip, notableWork, Need You Now]
  • A. Need You Now
    "Need You Now" is a hit country-pop ballad by Lady A that gained widespread acclaim and commercial success in 2010.
  • B. I Need You Now
    "I Need You Now" is a popular 1954 pop ballad best known as one of Eddie Fisher’s hit singles during the height of his recording career.
  • C. Need You
    "Need You" is a track featured on the album *Necessary Evil* by Debbie Harry.
  • D. When I Need You
    "When I Need You" is a popular soft rock ballad from the 1970s, best known through Leo Sayer's hit recording and widely covered by various artists.
  • E. I Need You Tonight
    "I Need You Tonight" is a hip hop single by Junior M.A.F.I.A., known for its smooth, R&B-influenced sound and association with the mid-1990s New York rap scene.
  • 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: Need You Now
Triple: [Hot Chip, notableWork, Need You Now]
Generated description
"Need You Now" is a 2015 electronic dance single by British synth-pop band Hot Chip, known for its emotive lyrics and house-influenced production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Need You Now
Target entity description: "Need You Now" is a 2015 electronic dance single by British synth-pop band Hot Chip, known for its emotive lyrics and house-influenced production.
  • A. Need You Now
    "Need You Now" is a hit country-pop ballad by Lady A that gained widespread acclaim and commercial success in 2010.
  • B. I Need You Now
    "I Need You Now" is a popular 1954 pop ballad best known as one of Eddie Fisher’s hit singles during the height of his recording career.
  • C. Need You
    "Need You" is a track featured on the album *Necessary Evil* by Debbie Harry.
  • D. When I Need You
    "When I Need You" is a popular soft rock ballad from the 1970s, best known through Leo Sayer's hit recording and widely covered by various artists.
  • E. I Need You Tonight
    "I Need You Tonight" is a hip hop single by Junior M.A.F.I.A., known for its smooth, R&B-influenced sound and association with the mid-1990s New York rap scene.
  • 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_69d87f1bb0988190b490d273dbf3fd03 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e202027e78819091192aa62aedde13 completed April 17, 2026, 9:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff2a7fe308190a9a2ef7815e788c6 completed May 10, 2026, 2:51 a.m.
NEDg Description generation batch_69fff3b25ba081909c396431ace865ac completed May 10, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_69fff4a2964c8190bfa8c2fa0f934abe completed May 10, 2026, 2:59 a.m.
Created at: April 10, 2026, 5 a.m.