Triple
T16796844
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boi-ngo |
E408253
|
entity |
| Predicate | hasBandMemberContributor |
P69035
|
FINISHED |
| Object | Johnny "Vatos" Hernandez |
E408236
|
NE FINISHED |
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: Johnny "Vatos" Hernandez | Statement: [Boi-ngo, hasBandMemberContributor, Johnny "Vatos" Hernandez]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Johnny "Vatos" Hernandez Context triple: [Boi-ngo, hasBandMemberContributor, Johnny "Vatos" Hernandez]
-
A.
Johnny "Vatos" Hernandez
chosen
Johnny "Vatos" Hernandez is an American drummer best known for his long tenure with the new wave band Oingo Boingo and his energetic, percussion-driven style.
-
B.
Paulie Ayala
Paulie Ayala is an American former professional boxer and two-time world bantamweight champion known for his high-volume, aggressive style and multiple Fight of the Year-caliber bouts.
-
C.
Ricardo Montoya
Ricardo Montoya is a person notable enough to be recognized as a bearer of the surname Montoya, though specific widely known achievements or roles are not clearly established from this context.
-
D.
Armando Christian Pérez
Armando Christian Pérez is a Cuban-American rapper, singer, and songwriter best known by his stage name Pitbull, recognized for his global pop and dance hits.
-
E.
Jason Mendoza
Jason Mendoza is a lovable but dim-witted Jacksonville DJ and amateur EDM enthusiast from the sitcom "The Good Place," known for his goofy charm and misguided schemes.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d88393905081908d00a86b99996ac8 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3b2aa1ff48190ab9b6750bc4d7974 |
completed | April 18, 2026, 4:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00cfc0dcd081909f715e0f2aad67c7 |
completed | May 10, 2026, 6:34 p.m. |
Created at: April 10, 2026, 5:22 a.m.