Triple
T8439817
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Calamba, Laguna |
E199320
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object | Sto. Tomas, Batangas |
E460325
|
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: Sto. Tomas, Batangas | Statement: [Calamba, Laguna, borderedBy, Sto. Tomas, Batangas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sto. Tomas, Batangas Context triple: [Calamba, Laguna, borderedBy, Sto. Tomas, Batangas]
-
A.
Santo Tomas, Batangas
chosen
Santo Tomas, Batangas is a first-class municipality in the province of Batangas in the Philippines, historically notable as the birthplace of revolutionary general Miguel Malvar.
-
B.
San Nicolas, Batangas
San Nicolas, Batangas is a lakeside municipality in the Philippines known for its proximity to Taal Lake and its role as a primary access point for visiting Taal Volcano.
-
C.
Sto. Tomas
Sto. Tomas is a rapidly developing municipality in the province of Batangas in the Philippines, known for its industrial parks and proximity to Mount Makiling.
-
D.
Plaridel, Quezon
Plaridel, Quezon is a coastal municipality in the province of Quezon, Philippines, known for its fishing communities and access to the waters of Lamon Bay.
-
E.
Sto. Rosario
Sto. Rosario is a central barangay in Angeles City, Philippines, known for encompassing the city’s historic downtown and key cultural and commercial areas.
- 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_69ca8314cd6c8190a6b8c2a1096e18f3 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe13708988190a534e38d8254c9bd |
completed | March 31, 2026, 2:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4dc163488190a53d8696fdba94b5 |
completed | April 2, 2026, 11:06 a.m. |
Created at: March 30, 2026, 6:08 p.m.