Triple
T18823576
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Santo Tomas, Batangas |
E460325
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object | Sto. Tomas, Laguna |
—
|
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: Sto. Tomas, Laguna | Statement: [Santo Tomas, Batangas, borderedBy, Sto. Tomas, Laguna]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sto. Tomas, Laguna Context triple: [Santo Tomas, Batangas, borderedBy, Sto. Tomas, Laguna]
-
A.
Calamba, Laguna
Calamba, Laguna is a highly urbanized city in the Philippines known as the hometown of national hero José Rizal and a major industrial and commercial hub in the Calabarzon region.
-
B.
Sta. Maria, Laguna
Sta. Maria, Laguna is a rural municipality in the Philippine province of Laguna known for its agricultural landscape and small-town community.
-
C.
San Pablo, Laguna
San Pablo, Laguna is a component city in the Philippines known for its scenic seven crater lakes and its role as a commercial and cultural center in the southern part of Laguna province.
-
D.
Siniloan, Laguna
Siniloan, Laguna is a rural municipality in the eastern part of Laguna province in the Philippines, known for its rivers, waterfalls, and agricultural landscape.
-
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. 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: Sto. Tomas, Laguna Target entity description: Sto. Tomas, Laguna is a locality in the province of Laguna in the Philippines, situated near the boundary with Santo Tomas in Batangas.
-
A.
Calamba, Laguna
Calamba, Laguna is a highly urbanized city in the Philippines known as the hometown of national hero José Rizal and a major industrial and commercial hub in the Calabarzon region.
-
B.
Sta. Maria, Laguna
Sta. Maria, Laguna is a rural municipality in the Philippine province of Laguna known for its agricultural landscape and small-town community.
-
C.
San Pablo, Laguna
San Pablo, Laguna is a component city in the Philippines known for its scenic seven crater lakes and its role as a commercial and cultural center in the southern part of Laguna province.
-
D.
Siniloan, Laguna
Siniloan, Laguna is a rural municipality in the eastern part of Laguna province in the Philippines, known for its rivers, waterfalls, and agricultural landscape.
-
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. 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_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.