Triple

T20125045
Position Surface form Disambiguated ID Type / Status
Subject Professor Green E490728 entity
Predicate notableWork P4 FINISHED
Object I Need You Tonight
"I Need You Tonight" is a hit single by British rapper Professor Green that blends hip hop with a reworked hook from INXS’s classic song "Need You Tonight."
 E1412740 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: I Need You Tonight | Statement: [Professor Green, notableWork, I Need You Tonight]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I Need You Tonight
Context triple: [Professor Green, notableWork, I Need You Tonight]
  • A. 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.
  • 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. I Need You
    "I Need You" is a song featured on the album "As I Am," likely contributing to the record's emotional and musical themes.
  • D. I Need You
    "I Need You" is a hit soft rock song by the band America, known for its mellow harmonies and emotional lyrics, which helped establish the group's early 1970s success.
  • E. I Need You
    "I Need You" is an R&B single by American singer Dani Stevenson, best known for its smooth, soulful style and early-2000s production.
  • 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: I Need You Tonight
Triple: [Professor Green, notableWork, I Need You Tonight]
Generated description
"I Need You Tonight" is a hit single by British rapper Professor Green that blends hip hop with a reworked hook from INXS’s classic song "Need You Tonight."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: I Need You Tonight
Target entity description: "I Need You Tonight" is a hit single by British rapper Professor Green that blends hip hop with a reworked hook from INXS’s classic song "Need You Tonight."
  • A. 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.
  • 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. I Need You
    "I Need You" is a song featured on the album "As I Am," likely contributing to the record's emotional and musical themes.
  • D. I Need You
    "I Need You" is a hit soft rock song by the band America, known for its mellow harmonies and emotional lyrics, which helped establish the group's early 1970s success.
  • E. I Need You
    "I Need You" is an R&B single by American singer Dani Stevenson, best known for its smooth, soulful style and early-2000s production.
  • 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_69da62651a0c8190a3e05e95e056a66b completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e667412b888190b43f7dd1ccdbad01 completed April 20, 2026, 5:49 p.m.
NED1 Entity disambiguation (via context triple) batch_6a082dd9c1448190aa4038899470daf0 completed May 16, 2026, 8:42 a.m.
NEDg Description generation batch_6a082e93a1e88190bac5daae12ece9f2 completed May 16, 2026, 8:45 a.m.
NED2 Entity disambiguation (via description) batch_6a082f334dd481908edb6ea3ae07e0a7 completed May 16, 2026, 8:47 a.m.
Created at: April 11, 2026, 11:31 p.m.