Triple

T13833489
Position Surface form Disambiguated ID Type / Status
Subject BUBBA E332463 entity
Predicate hasTrack P3284 FINISHED
Object What You Need
"What You Need" is a song by the Australian rock band INXS, known for its funky groove and role in boosting the band's international popularity in the mid-1980s.
 E1064915 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: What You Need | Statement: [BUBBA, hasTrack, What You Need]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: What You Need
Context triple: [BUBBA, hasTrack, What You Need]
  • A. What You Need
    "What You Need" is a moody, atmospheric R&B song by The Weeknd that helped define his dark, minimalist sound in the early 2010s.
  • B. What You Need
    "What You Need" is a song featured on the album "Two Eleven" by American R&B singer Brandy.
  • C. What You Need (album)
    "What You Need" is an R&B album by American singer Stacy Lattisaw, showcasing her mid-1980s soulful vocal style and contemporary production.
  • D. I Know What You Need
    "I Know What You Need" is a psychological horror short story by Stephen King about a college student who discovers the dark, supernatural source of her seemingly perfect boyfriend’s ability to anticipate her desires.
  • 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: What You Need
Triple: [BUBBA, hasTrack, What You Need]
Generated description
"What You Need" is a song by the Australian rock band INXS, known for its funky groove and role in boosting the band's international popularity in the mid-1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: What You Need
Target entity description: "What You Need" is a song by the Australian rock band INXS, known for its funky groove and role in boosting the band's international popularity in the mid-1980s.
  • A. What You Need
    "What You Need" is a song featured on the album "Two Eleven" by American R&B singer Brandy.
  • B. What You Need
    "What You Need" is a moody, atmospheric R&B song by The Weeknd that helped define his dark, minimalist sound in the early 2010s.
  • C. What You Need (album)
    "What You Need" is an R&B album by American singer Stacy Lattisaw, showcasing her mid-1980s soulful vocal style and contemporary production.
  • D. I Know What You Need
    "I Know What You Need" is a psychological horror short story by Stephen King about a college student who discovers the dark, supernatural source of her seemingly perfect boyfriend’s ability to anticipate her desires.
  • 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_69d81c5ae7c88190b0dd41bdafeb5999 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de029a34bc8190ae892ef7b09fc9e9 completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b8efe0948190aaf972cccc2ebc90 completed May 3, 2026, 9:06 p.m.
NEDg Description generation batch_69f7b9d928ac81908867a99740d6c3a0 completed May 3, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7ba6b2c208190b01e3a5ae872b14f completed May 3, 2026, 9:13 p.m.
Created at: April 9, 2026, 10:13 p.m.