Triple
T2950831
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Balanga |
E79814
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object | City Government of Balanga |
E79814
|
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 Government of Balanga | Statement: [Balanga, governingBody, City Government of Balanga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City Government of Balanga Context triple: [Balanga, governingBody, City Government of Balanga]
-
A.
town of Balanga
chosen
The town of Balanga is a coastal urban center in the Philippines that serves as the capital and commercial hub of Bataan province.
-
B.
Manila city government
The Manila city government is the local administrative authority responsible for governing and managing public services, development, and regulations within the City of Manila in the Philippines.
-
C.
Government of Quezon City
The Government of Quezon City is the local governing body responsible for administering and providing public services, legislation, and development programs within Quezon City in the Philippines.
-
D.
Palawan Council for Sustainable Development
The Palawan Council for Sustainable Development is a Philippine government body responsible for overseeing and coordinating sustainable development, environmental protection, and resource management policies in the province of Palawan.
-
E.
Quezon City Council
The Quezon City Council is the unicameral legislative body responsible for creating local laws, ordinances, and policies governing Quezon City in the Philippines.
- 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_69ad8b1276588190a374a0b12e0f7bdf |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad98fbb7d4819081c241f3ff9165e5 |
completed | March 8, 2026, 3:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc7edc808190863ec8f99efa3875 |
completed | March 11, 2026, 5:24 a.m. |
Created at: March 8, 2026, 2:57 p.m.