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.