Triple

T23514681
Position Surface form Disambiguated ID Type / Status
Subject Tunde Adebimpe E574322 entity
Predicate hasCollaboratedWith P8554 FINISHED
Object Subtle
Subtle is an American experimental hip hop group known for its avant-garde production, abstract lyricism, and association with the anticon. collective.
E1590761 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: Subtle | Statement: [Tunde Adebimpe, hasCollaboratedWith, Subtle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Subtle
Context triple: [Tunde Adebimpe, hasCollaboratedWith, Subtle]
  • A. Subtle
    Subtle is a cunning and manipulative con artist in Ben Jonson’s play "The Alchemist," known for orchestrating elaborate schemes to swindle the gullible.
  • B. Sutil
    Sutil is a German former Formula One racing driver best known for his multiple seasons with the Force India team.
  • C. Delicate
    "Delicate" is a 2017 synth-pop ballad by American singer-songwriter Taylor Swift from her album "Reputation," exploring vulnerability and uncertainty in a new relationship.
  • D. Slyly
    Slyly is the colorful, dinosaur-like mascot of Japan’s Hiroshima Toyo Carp professional baseball team, known for its playful antics and fan engagement.
  • E. Slightly
    Slightly is one of the Lost Boys in J.M. Barrie’s Peter Pan stories, known for his forgetfulness and somewhat vain, muddled personality.
  • 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: Subtle
Triple: [Tunde Adebimpe, hasCollaboratedWith, Subtle]
Generated description
Subtle is an American experimental hip hop group known for its avant-garde production, abstract lyricism, and association with the anticon. collective.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Subtle
Target entity description: Subtle is an American experimental hip hop group known for its avant-garde production, abstract lyricism, and association with the anticon. collective.
  • A. Subtle
    Subtle is a cunning and manipulative con artist in Ben Jonson’s play "The Alchemist," known for orchestrating elaborate schemes to swindle the gullible.
  • B. Sutil
    Sutil is a German former Formula One racing driver best known for his multiple seasons with the Force India team.
  • C. Delicate
    "Delicate" is a 2017 synth-pop ballad by American singer-songwriter Taylor Swift from her album "Reputation," exploring vulnerability and uncertainty in a new relationship.
  • D. Slyly
    Slyly is the colorful, dinosaur-like mascot of Japan’s Hiroshima Toyo Carp professional baseball team, known for its playful antics and fan engagement.
  • E. Slightly
    Slightly is one of the Lost Boys in J.M. Barrie’s Peter Pan stories, known for his forgetfulness and somewhat vain, muddled personality.
  • 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_69e245bb3dcc8190ba9a2b35972b58d0 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1aa80d9048190ab735dddd301feb4 completed April 29, 2026, 6:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf48ac808190afe97f9f2b9fe8ae completed May 19, 2026, 10:08 p.m.
NEDg Description generation batch_6a0ce0ffc8c08190a9ef8f8bbdec55b5 completed May 19, 2026, 10:15 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce22ac5ac8190b708bb201fdf3af8 completed May 19, 2026, 10:20 p.m.
Created at: April 17, 2026, 6:08 p.m.