Triple

T20408839
Position Surface form Disambiguated ID Type / Status
Subject Radio K.A.O.S. E500536 entity
Predicate hasPart P35 FINISHED
Object Who Needs Information
"Who Needs Information" is a track from Roger Waters' concept album *Radio K.A.O.S.*, contributing to the record’s narrative about communication, technology, and social alienation.
 E1429422 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: Who Needs Information | Statement: [Radio K.A.O.S., hasPart, Who Needs Information]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Who Needs Information
Context triple: [Radio K.A.O.S., hasPart, Who Needs Information]
  • A. Need to Know
    "Need to Know" is a sexually charged, futuristic R&B/hip-hop single by Doja Cat that gained widespread popularity for its catchy melody, bold lyrics, and viral music video.
  • B. Who?
    "Who?" is a popular song by Jerome Kern and Oscar Hammerstein II that became a standard of early 20th-century American musical theater.
  • C. What You Need
    "What You Need" is a song featured on the album "Two Eleven" by American R&B singer Brandy.
  • D. What You Need
    "What You Need" is a track featured on the album "Life of a Don" by rapper and singer Don Toliver.
  • E. 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.
  • 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: Who Needs Information
Triple: [Radio K.A.O.S., hasPart, Who Needs Information]
Generated description
"Who Needs Information" is a track from Roger Waters' concept album *Radio K.A.O.S.*, contributing to the record’s narrative about communication, technology, and social alienation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Who Needs Information
Target entity description: "Who Needs Information" is a track from Roger Waters' concept album *Radio K.A.O.S.*, contributing to the record’s narrative about communication, technology, and social alienation.
  • A. Need to Know
    "Need to Know" is a sexually charged, futuristic R&B/hip-hop single by Doja Cat that gained widespread popularity for its catchy melody, bold lyrics, and viral music video.
  • B. Who?
    "Who?" is a popular song by Jerome Kern and Oscar Hammerstein II that became a standard of early 20th-century American musical theater.
  • C. What You Need
    "What You Need" is a song featured on the album "Two Eleven" by American R&B singer Brandy.
  • D. What You Need
    "What You Need" is a track featured on the album "Life of a Don" by rapper and singer Don Toliver.
  • E. 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.
  • 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_69e0b4a935588190b9446a99b37ced44 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67a3d03ac81908f37b907ccbb5088 completed April 20, 2026, 7:10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a087b1ff45881909ac8dbea28422624 completed May 16, 2026, 2:11 p.m.
NEDg Description generation batch_6a088015c514819087967845614dd25d completed May 16, 2026, 2:32 p.m.
NED2 Entity disambiguation (via description) batch_6a0880b79edc81908b180db5338f57db completed May 16, 2026, 2:35 p.m.
Created at: April 16, 2026, 11:29 a.m.