Triple

T16020423
Position Surface form Disambiguated ID Type / Status
Subject UB40 E388583 entity
Predicate notableWork P4 FINISHED
Object Food for Thought
"Food for Thought" is a socially conscious reggae song by British band UB40, known for its critique of global hunger and inequality.
E1189092 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: Food for Thought | Statement: [UB40, notableWork, Food for Thought]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Food for Thought
Context triple: [UB40, notableWork, Food for Thought]
  • A. Food for Thought
    "Food for Thought" is an episode of the nature documentary series *The Life of Mammals* that explores the evolution of mammalian intelligence and complex feeding behaviors.
  • B. Food for Thought
    "Food for Thought" is a 1972 funk album by The J.B.'s, showcasing their tight grooves and influential instrumental work associated with James Brown.
  • C. The Food
    "The Food" is a song, notably by rapper Common featuring Kanye West, known for its soulful production and socially conscious lyrics.
  • D. Mouths to Feed
    "Mouths to Feed" is a track from Ludacris's Grammy-winning hip hop album "Release Therapy."
  • E. Atomic Food
    "Atomic Food" is a track by French DJ and producer David Guetta, featured on his debut studio album "Just a Little More Love."
  • 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: Food for Thought
Triple: [UB40, notableWork, Food for Thought]
Generated description
"Food for Thought" is a socially conscious reggae song by British band UB40, known for its critique of global hunger and inequality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Food for Thought
Target entity description: "Food for Thought" is a socially conscious reggae song by British band UB40, known for its critique of global hunger and inequality.
  • A. Food for Thought
    "Food for Thought" is an episode of the nature documentary series *The Life of Mammals* that explores the evolution of mammalian intelligence and complex feeding behaviors.
  • B. Food for Thought
    "Food for Thought" is a 1972 funk album by The J.B.'s, showcasing their tight grooves and influential instrumental work associated with James Brown.
  • C. The Food
    "The Food" is a song, notably by rapper Common featuring Kanye West, known for its soulful production and socially conscious lyrics.
  • D. Mouths to Feed
    "Mouths to Feed" is a track from Ludacris's Grammy-winning hip hop album "Release Therapy."
  • E. Atomic Food
    "Atomic Food" is a track by French DJ and producer David Guetta, featured on his debut studio album "Just a Little More Love."
  • 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_69d86dabcb7c8190b6a39d6831d2fa1b completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e183231f2c81908f4e4037c3aa180b completed April 17, 2026, 12:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf2c6128819091d8f3710578834e completed May 10, 2026, 12:19 a.m.
NEDg Description generation batch_69ffcfea613c8190abfed4d9b32eeeee completed May 10, 2026, 12:23 a.m.
NED2 Entity disambiguation (via description) batch_69ffd0b3d4b08190b1be30954d5d76c0 completed May 10, 2026, 12:26 a.m.
Created at: April 10, 2026, 4:55 a.m.