Triple
T16677633
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Every Twenty Years |
E405253
|
entity |
| Predicate | hasNewVocalist |
P124221
|
FINISHED |
| Object | Bobby Amaru |
E1228082
|
NE FINISHED |
How this triple was built (3 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: Bobby Amaru | Statement: [Every Twenty Years, hasNewVocalist, Bobby Amaru]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bobby Amaru Context triple: [Every Twenty Years, hasNewVocalist, Bobby Amaru]
-
A.
Bobby Amaru
chosen
Bobby Amaru is an American rock singer, songwriter, and musician best known as the lead vocalist of the band Saliva.
-
B.
Ricky Boleto
Ricky Boleto is a British television presenter best known for his long-running role on the BBC children's news programme Newsround.
-
C.
Bardo Martinez
Bardo Martinez is a musician best known as the lead vocalist and keyboardist of the Los Angeles-based psychedelic soul band Chicano Batman.
-
D.
Bobby Valentín
Bobby Valentín is a renowned Puerto Rican bassist, bandleader, and arranger celebrated for his influential contributions to salsa and Latin jazz.
-
E.
Bobby Soto
Bobby Soto is an American actor best known for his leading roles in contemporary Los Angeles–set dramas and crime films, including collaborations with director David Ayer.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNewVocalist Context triple: [Every Twenty Years, hasNewVocalist, Bobby Amaru]
-
A.
previousLeadVocalistReplaced
Indicates that one person formerly served as the lead vocalist of a group and was subsequently replaced in that role by another person.
-
B.
isSecondAlbumWithVocalist
Indicates that an album is the second one released by an artist or band featuring a particular vocalist.
-
C.
hasFemaleVocalist
Indicates that the subject entity features or includes at least one female vocalist as a performer.
-
D.
hasSpeakerChange
Indicates a transition point where one speaker stops talking and another speaker begins.
-
E.
guestVocalistIsFrontmanOf
Indicates that the guest vocalist performing on a work is also the lead singer (frontman) of the referenced band or primary musical act.
- 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_69d8838c28748190b3f5967c743940ab |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37d6c805c81909fbe4fcb20eedbe1 |
completed | April 18, 2026, 12:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00a51169b881909216ab1055752978 |
completed | May 10, 2026, 3:32 p.m. |
| PD | Predicate disambiguation | batch_69e319bc73908190a0e38bc926b31f10 |
completed | April 18, 2026, 5:42 a.m. |
| PDg | Predicate description generation | batch_69e326b9e84881909a9166e65bd850d6 |
completed | April 18, 2026, 6:37 a.m. |
Created at: April 10, 2026, 5:19 a.m.