Triple
T18508143
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kim Zambrano |
E452253
|
entity |
| Predicate | hasLastName |
P18
|
FINISHED |
| Object | Zambrano |
—
|
NE NERFINISHED |
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: Zambrano | Statement: [Kim Zambrano, hasLastName, Zambrano]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zambrano Context triple: [Kim Zambrano, hasLastName, Zambrano]
-
A.
Crespo
Crespo is a Spanish-origin surname borne by various notable individuals, including the Argentine footballer Hernán Crespo.
-
B.
Brazuelo
Brazuelo is a small municipality and village located in the historical region of La Maragatería in the province of León, Spain.
-
C.
Zúñiga
Zúñiga is a Spanish noble surname historically associated with prominent aristocratic families and titles in Spain.
-
D.
Carballal
Carballal is a Spanish surname, likely of Galician origin, that serves as a variant of the more common surname Carvajal.
-
E.
Ceballos
Ceballos is a Spanish surname borne by various notable figures in politics, sports, and the arts.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zambrano Target entity description: Zambrano is a Spanish-language surname of likely Iberian or Latin American origin, borne by various individuals across the world.
-
A.
Crespo
Crespo is a Spanish-origin surname borne by various notable individuals, including the Argentine footballer Hernán Crespo.
-
B.
Brazuelo
Brazuelo is a small municipality and village located in the historical region of La Maragatería in the province of León, Spain.
-
C.
Zúñiga
Zúñiga is a Spanish noble surname historically associated with prominent aristocratic families and titles in Spain.
-
D.
Carballal
Carballal is a Spanish surname, likely of Galician origin, that serves as a variant of the more common surname Carvajal.
-
E.
Ceballos
Ceballos is a Spanish surname borne by various notable figures in politics, sports, and the arts.
- F. None of above. chosen
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_69d8d386df84819092355ebb260d848e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e53344033c8190a0883aef56ba79c3 |
completed | April 19, 2026, 7:55 p.m. |
Created at: April 10, 2026, 11:36 a.m.