Triple
T15901592
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pampangan |
E385601
|
entity |
| Predicate | hasCulturalCenter |
P2412
|
FINISHED |
| Object | City of 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: City of San Fernando, Pampanga | Statement: [Pampangan, hasCulturalCenter, City of San Fernando, Pampanga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of San Fernando, Pampanga Context triple: [Pampangan, hasCulturalCenter, City of 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 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.
-
C.
Angeles City, Pampanga, Philippines
Angeles City, located in the province of Pampanga in the Philippines, is a highly urbanized city known for its rich Kapampangan culture, culinary heritage, and history as a former U.S. air base host.
-
D.
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.
-
E.
City of Marikina
The City of Marikina is a highly urbanized city in Metro Manila, Philippines, widely recognized as the country’s “Shoe Capital” for its long-standing shoemaking industry.
- 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_69d86da5b800819083a31be937d738b0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1563db01081908dd94a2536ef2107 |
completed | April 16, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb5a39a348190a4ef6784c54649c2 |
completed | May 9, 2026, 10:30 p.m. |
Created at: April 10, 2026, 4:52 a.m.