Triple
T16236554
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Luzon |
E394126
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object | San Fernando, Pampanga |
E157700
|
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 Fernando, Pampanga | Statement: [Western Luzon, hasMajorCity, San Fernando, Pampanga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Fernando, Pampanga Context triple: [Western Luzon, hasMajorCity, San Fernando, Pampanga]
-
A.
San Fernando, Pampanga
chosen
San Fernando, Pampanga is a city in the Philippines historically known as a key staging point during the Bataan Death March in World War II.
-
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 Fernando, La Union
San Fernando, La Union is a coastal city in northern Luzon, Philippines, known as the administrative, commercial, and educational hub of the Ilocos Region.
-
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.
San Fernando, Cebu
San Fernando, Cebu is a coastal municipality in the province of Cebu in the Philippines, situated within the greater Metropolitan Cebu area and known for its mix of industrial zones and rural communities.
- 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_69d87f204df88190a8f88923decf9835 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2455abc608190ba3308c15c9e8a23 |
completed | April 17, 2026, 2:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00456f2ba481909f243ab2c4619623 |
completed | May 10, 2026, 8:44 a.m. |
Created at: April 10, 2026, 5:04 a.m.