Triple

T1041364
Position Surface form Disambiguated ID Type / Status
Subject Junior M.A.F.I.A. E22475 entity
Predicate notableSingle P3283 FINISHED
Object 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.
E120426 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: [Junior M.A.F.I.A., notableSingle, I Need You Tonight]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: I Need You Tonight
Context triple: [Junior M.A.F.I.A., notableSingle, I Need You Tonight]
  • A. Tonight's the Night
    "Tonight's the Night" is a 1975 album by Neil Young, renowned for its raw, emotionally stark songs reflecting on loss and the darker side of the rock lifestyle.
  • B. Love Me Tonight
    Love Me Tonight is a 1932 pre-Code musical comedy film starring Maurice Chevalier and Jeanette MacDonald, celebrated for its innovative use of sound and song integration in early Hollywood cinema.
  • C. Lord I Need You
    "Lord I Need You" is a gospel-influenced hip-hop song by Kanye West, notable for its emotional reflection on faith and relationships.
  • D. See You Tonight
    "See You Tonight" is a song by Green Day from their 2012 album ¡Dos!.
  • E. Tonight (Best You Ever Had)
    "Tonight (Best You Ever Had)" is an R&B single by John Legend featuring Ludacris, best known for its smooth, sensual vibe and inclusion on the soundtrack of the film "Think Like a Man."
  • 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: [Junior M.A.F.I.A., notableSingle, I Need You Tonight]
Generated description
"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.
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 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.
  • A. Tonight's the Night
    "Tonight's the Night" is a 1975 album by Neil Young, renowned for its raw, emotionally stark songs reflecting on loss and the darker side of the rock lifestyle.
  • B. Love Me Tonight
    Love Me Tonight is a 1932 pre-Code musical comedy film starring Maurice Chevalier and Jeanette MacDonald, celebrated for its innovative use of sound and song integration in early Hollywood cinema.
  • C. Lord I Need You
    "Lord I Need You" is a gospel-influenced hip-hop song by Kanye West, notable for its emotional reflection on faith and relationships.
  • D. See You Tonight
    "See You Tonight" is a song by Green Day from their 2012 album ¡Dos!.
  • E. Tonight (Best You Ever Had)
    "Tonight (Best You Ever Had)" is an R&B single by John Legend featuring Ludacris, best known for its smooth, sensual vibe and inclusion on the soundtrack of the film "Think Like a Man."
  • 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_69a493d91478819094cc01fb65564bc1 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b82f6c14819080277443ea4722dd completed March 1, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bc768948190b1cda4eea93fe4b6 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3c41ab70819090084c508dbfd295 completed March 7, 2026, 2:54 p.m.
NED2 Entity disambiguation (via description) batch_69ac3cbd43848190854add440753fdad completed March 7, 2026, 2:57 p.m.
Created at: March 1, 2026, 7:42 p.m.