Triple
T21642226
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Struggle |
E534114
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object | Talk Is Cheap |
—
|
NE NERFINISHED |
How this triple was built (2 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: Talk Is Cheap | Statement: [Struggle, isPartOf, Talk Is Cheap]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talk Is Cheap Context triple: [Struggle, isPartOf, Talk Is Cheap]
-
A.
Talk Is Cheap
chosen
Talk Is Cheap is Keith Richards’ acclaimed 1988 debut solo album, known for its raw rock and roll sound and collaborations with members of his X-Pensive Winos band.
-
B.
Talk Is Cheap
"Talk Is Cheap" is a soulful, downtempo electronic single by Australian musician Chet Faker that helped bring him widespread international recognition.
-
C.
Ain't Talkin'
"Ain't Talkin'" is a long, brooding, and apocalyptic folk song by Bob Dylan that closes his 2006 album *Modern Times*.
-
D.
No More Talk
"No More Talk" is a track by American rapper T.I. from his influential 2003 album *Trap Muzik*, showcasing his early trap sound and Southern rap style.
-
E.
Big Talk
Big Talk is a rock band fronted by The Killers drummer Ronnie Vannucci Jr., known for its melodic, guitar-driven alternative rock sound.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0c465ae7481908577b7209fdb2a77 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef5392343c81909820cb0c3c6a4284 |
completed | April 27, 2026, 12:16 p.m. |
Created at: April 16, 2026, 6:35 p.m.