Triple
T15983960
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Guagua |
E387643
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
Sasmuan, Pampanga
Sasmuan, Pampanga is a coastal municipality in the province of Pampanga in the Philippines, known for its fishing industry, wetlands, and traditional Kapampangan culture.
|
E1205682
|
NE FINISHED |
How this triple was built (4 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: [Guagua, locatedNear, Sasmuan, Pampanga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sasmuan, Pampanga Context triple: [Guagua, locatedNear, Sasmuan, Pampanga]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Hermosa, Bataan
Hermosa, Bataan is a municipality in the province of Bataan in the Philippines, known for its strategic location as a gateway between Central Luzon and the Subic–Clark growth corridor.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Sasmuan, Pampanga Triple: [Guagua, locatedNear, Sasmuan, Pampanga]
Generated description
Sasmuan, Pampanga is a coastal municipality in the province of Pampanga in the Philippines, known for its fishing industry, wetlands, and traditional Kapampangan culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sasmuan, Pampanga Target entity description: Sasmuan, Pampanga is a coastal municipality in the province of Pampanga in the Philippines, known for its fishing industry, wetlands, and traditional Kapampangan culture.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Hermosa, Bataan
Hermosa, Bataan is a municipality in the province of Bataan in the Philippines, known for its strategic location as a gateway between Central Luzon and the Subic–Clark growth corridor.
- F. None of above. chosen
Provenance (5 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_69d86da94ccc819083d187f5dc6a123e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e15756d6488190ac35da00e96ce21d |
completed | April 16, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a001f7f439c8190b4bcd84e35aa291e |
completed | May 10, 2026, 6:02 a.m. |
| NEDg | Description generation | batch_6a0021459c4081908e4c1d2e0bc8a5be |
completed | May 10, 2026, 6:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0022247e908190842ca6186b4e9c4c |
completed | May 10, 2026, 6:13 a.m. |
Created at: April 10, 2026, 4:54 a.m.