Triple
T16123034
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Municipality of Orion |
E391192
|
entity |
| Predicate | neighboringMunicipality |
P17964
|
FINISHED |
| Object | City of Balanga |
E429822
|
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 Balanga | Statement: [Municipality of Orion, neighboringMunicipality, City of Balanga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Balanga Context triple: [Municipality of Orion, neighboringMunicipality, City of Balanga]
-
A.
City of Balanga
The City of Balanga is a coastal component city in Bataan, Philippines, known as the provincial capital and a gateway to historical and natural attractions on the Bataan Peninsula.
-
B.
Bontoc town
Bontoc town is a municipality in the Philippines that serves as the capital and cultural center of Mountain Province in the Cordillera region, known for its indigenous Bontoc people and highland traditions.
-
C.
Balamban
Balamban is a coastal municipality in the province of Cebu in the Philippines, known for its shipbuilding industry and growing economic zone.
-
D.
Balanga City
chosen
Balanga City is a component city in the province of Bataan, Philippines, known for its historical significance in World War II and its role as the provincial capital.
-
E.
Bislig City
Bislig City is a coastal city in Surigao del Sur, Philippines, known as the home of the famous multi-tiered Tinuy-an Falls, often dubbed the "Niagara Falls of 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_69d87f1bb0988190b490d273dbf3fd03 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e202027e78819091192aa62aedde13 |
completed | April 17, 2026, 9:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff2a9db848190bafb959bd7511246 |
completed | May 10, 2026, 2:51 a.m. |
Created at: April 10, 2026, 5 a.m.