Triple
T18349333
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lubao, Pampanga, Philippine Islands |
E439622
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object | Sasmuan, Pampanga |
—
|
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: Sasmuan, Pampanga | Statement: [Lubao, Pampanga, Philippine Islands, locatedNear, Sasmuan, Pampanga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sasmuan, Pampanga Context triple: [Lubao, Pampanga, Philippine Islands, locatedNear, Sasmuan, Pampanga]
-
A.
Sasmuan, Pampanga
chosen
Sasmuan, Pampanga is a coastal municipality in the province of Pampanga in the Philippines, known for its fishing industry, wetlands, and traditional Kapampangan culture.
-
B.
San Luis, Pampanga
San Luis, Pampanga is a rural municipality in the province of Pampanga in the Philippines, known for its agricultural lands and proximity to the Candaba Swamp wetlands.
-
C.
San Simon, Pampanga
San Simon, Pampanga is a municipality in the province of Pampanga in the Philippines, known for its agricultural economy and strategic location along major transport routes in Central Luzon.
-
D.
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.
-
E.
Bacolor, Pampanga
Bacolor, Pampanga is a historic municipality in the Philippines’ Pampanga province, known for its rich cultural heritage and for being heavily affected by the 1991 Mount Pinatubo eruption.
- 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_69d8b9175fec8190af865699b4e64d8c |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e514f66a4c8190a0ba53d3b349178a |
completed | April 19, 2026, 5:46 p.m. |
Created at: April 10, 2026, 10:37 a.m.