Triple
T4636586
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taal Lake |
E101546
|
entity |
| Predicate | nearCity |
P350
|
FINISHED |
| Object | San Nicolas, Batangas |
E443648
|
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: San Nicolas, Batangas | Statement: [Taal Lake, nearCity, San Nicolas, Batangas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Nicolas, Batangas Context triple: [Taal Lake, nearCity, San Nicolas, Batangas]
-
A.
San Nicolas, Batangas
chosen
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.
-
B.
Mariveles, Bataan
Mariveles, Bataan is a coastal municipality in the Philippines historically known as one of the starting points of the Bataan Death March during World War II.
-
C.
Morong, Bataan
Morong, Bataan is a coastal municipality in the province of Bataan in the Philippines, known for its beaches, eco-tourism sites, and the Subic Bay Freeport Zone nearby.
-
D.
Santa Cruz, Laguna
Santa Cruz, Laguna is a municipality in the Philippines that serves as the political and administrative center of the province of Laguna.
-
E.
San Pedro, Laguna
San Pedro, Laguna is a suburban city in the province of Laguna, Philippines, situated just south of Metro Manila along the shores of Laguna de Bay.
- 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_69bd43d2f1c081908cd4b7ec48ecc73d |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd5a62a9e48190b0cf1cbcc51f00c0 |
completed | March 20, 2026, 2:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be0368d2748190bc8560ecb16e1997 |
completed | March 21, 2026, 2:33 a.m. |
Created at: March 20, 2026, 1:13 p.m.