Triple
T16397246
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cabangan |
E398213
|
entity |
| Predicate | hasLocalGovernmentUnitClassification |
P101316
|
FINISHED |
| Object | municipality of Zambales |
E1209608
|
NE FINISHED |
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: municipality of Zambales | Statement: [Cabangan, hasLocalGovernmentUnitClassification, municipality of Zambales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: municipality of Zambales Context triple: [Cabangan, hasLocalGovernmentUnitClassification, municipality of Zambales]
-
A.
municipality of Zambales
chosen
The municipality of Zambales is a local government unit in the Philippine province of Zambales, known for its coastal communities, tourism, and role in regional commerce and governance.
-
B.
municipality of Pampanga
The municipality of Pampanga is a local government unit in the Philippine province of Pampanga, known for its rich Kapampangan culture, cuisine, and historical significance in Central Luzon.
-
C.
municipality of Capiz
The municipality of Capiz is a local government unit in the Philippine province of Capiz, responsible for administering the town of Jamindan and surrounding communities.
-
D.
Province of Zambales
The Province of Zambales is a coastal province in Central Luzon, Philippines, known for its beaches, coves, and the former U.S. naval base at Subic Bay.
-
E.
Provincial Government of Zambales
The Provincial Government of Zambales is the local governing body responsible for administering public services, development programs, and policy implementation across the Philippine province of Zambales.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasLocalGovernmentUnitClassification Context triple: [Cabangan, hasLocalGovernmentUnitClassification, municipality of Zambales]
-
A.
hasLocalGovernmentUnitClass
chosen
Indicates that a local government unit belongs to or is categorized under a specific administrative or governmental classification.
-
B.
hasLocalGovernmentTier
Indicates that one administrative unit is organized or governed at a specific level within a multi-tier local government structure.
-
C.
hasLocalGovernmentCode
Indicates that an entity is associated with a specific code assigned by a local government authority for identification or administrative purposes.
-
D.
hasLocalGovernmentJurisdictionOver
Indicates that one governmental body possesses official authority to administer, regulate, and make binding decisions over a specific geographic area or population.
-
E.
isLocalGovernment
Indicates that an entity functions as a governing body with authority over a specific local or regional area within a larger political system.
- F. None of above.
Provenance (4 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_69d87f2950248190bc8ad9b9bebdc8c8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e327cb3c708190b64341cb1410ed81 |
completed | April 18, 2026, 6:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c5bcc7c81909dc1d3a9a1b7f50a |
completed | May 10, 2026, 8:05 a.m. |
| PD | Predicate disambiguation | batch_69e226fe1dd08190865c181721f8c348 |
completed | April 17, 2026, 12:26 p.m. |
Created at: April 10, 2026, 5:09 a.m.