Triple
T18823575
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Santo Tomas, Batangas |
E460325
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object | Malvar, Batangas |
—
|
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: Malvar, Batangas | Statement: [Santo Tomas, Batangas, borderedBy, Malvar, Batangas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malvar, Batangas Context triple: [Santo Tomas, Batangas, borderedBy, Malvar, Batangas]
-
A.
Malvar, Batangas
chosen
Malvar, Batangas is a municipality in the province of Batangas in the Philippines, known for its growing industrial zones and proximity to major transport routes in Southern Luzon.
-
B.
Santa Ana, Pampanga
Santa Ana, Pampanga is a landlocked agricultural municipality in the province of Pampanga, Philippines, known for its rural communities and proximity to the Candaba wetlands.
-
C.
Tingloy, Batangas
Tingloy, Batangas is a small island municipality in the province of Batangas, Philippines, known for its beaches, diving spots, and the scenic Masasa Beach.
-
D.
Agoncillo, Batangas
Agoncillo, Batangas is a lakeside municipality in the Philippines known for its scenic views of Taal Lake and proximity to the Taal Volcano.
-
E.
San Pascual, Batangas
San Pascual, Batangas is a coastal municipality in the province of Batangas in the Philippines, known for its proximity to Batangas City and its role in the local industrial and port economy.
- 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_69d8dcf94c288190a06dea029ae4b223 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5a6bce5588190bd0aefcd0c51edad |
completed | April 20, 2026, 4:08 a.m. |
Created at: April 10, 2026, 11:56 a.m.