Triple

T2742954
Position Surface form Disambiguated ID Type / Status
Subject National Public Radio E60794 entity
Predicate hasProgram P178 FINISHED
Object Code Switch
Code Switch is an NPR podcast and journalism project that explores how race, identity, and culture shape American life and politics.
E295317 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: Code Switch | Statement: [National Public Radio, hasProgram, Code Switch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Code Switch
Context triple: [National Public Radio, hasProgram, Code Switch]
  • A. S.N.I.T.C.H.
    S.N.I.T.C.H. is a track by Pusha T from his debut studio album "My Name Is My Name."
  • B. Quick Change
    Quick Change is a 1990 crime-comedy film co-directed by and starring Bill Murray as a mastermind bank robber whose escape from New York City goes increasingly awry.
  • C. K-Switch
    K-Switch is a Nigerian singer and songwriter best known as D'banj's younger brother and frequent musical collaborator in the Afrobeats scene.
  • D. Handoff
    Handoff is an Apple continuity feature that lets users start an activity on one Apple device and seamlessly continue it on another, such as moving from an iPhone to a Mac.
  • E. Speaking in Tongues
    "Speaking in Tongues" is a 1983 art-rock and new wave album by Talking Heads, fronted by David Byrne, known for its innovative sound and the hit single "Burning Down the House."
  • 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: Code Switch
Triple: [National Public Radio, hasProgram, Code Switch]
Generated description
Code Switch is an NPR podcast and journalism project that explores how race, identity, and culture shape American life and politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Code Switch
Target entity description: Code Switch is an NPR podcast and journalism project that explores how race, identity, and culture shape American life and politics.
  • A. S.N.I.T.C.H.
    S.N.I.T.C.H. is a track by Pusha T from his debut studio album "My Name Is My Name."
  • B. Quick Change
    Quick Change is a 1990 crime-comedy film co-directed by and starring Bill Murray as a mastermind bank robber whose escape from New York City goes increasingly awry.
  • C. K-Switch
    K-Switch is a Nigerian singer and songwriter best known as D'banj's younger brother and frequent musical collaborator in the Afrobeats scene.
  • D. Handoff
    Handoff is an Apple continuity feature that lets users start an activity on one Apple device and seamlessly continue it on another, such as moving from an iPhone to a Mac.
  • E. Speaking in Tongues
    "Speaking in Tongues" is a 1983 art-rock and new wave album by Talking Heads, fronted by David Byrne, known for its innovative sound and the hit single "Burning Down the House."
  • 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_69ab4b79846081909096725374d65ce9 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb314410819095d4822f9277e6ff completed March 7, 2026, 8 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbcca19881908b2e2eb0478c3e45 completed March 10, 2026, 6:35 a.m.
NEDg Description generation batch_69afbc758cc48190a96f80a850316ce3 completed March 10, 2026, 6:38 a.m.
NED2 Entity disambiguation (via description) batch_69afbd7be9088190a19bed27249e95c4 completed March 10, 2026, 6:43 a.m.
Created at: March 6, 2026, 9:56 p.m.