Triple
T5615202
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Isinay language |
E147458
|
entity |
| Predicate | primaryLocation |
P3231
|
FINISHED |
| Object |
Bambang, Nueva Vizcaya
Bambang, Nueva Vizcaya is a municipality in the Philippines known as one of the cultural and linguistic centers of the Isinay-speaking community.
|
E534728
|
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: Bambang, Nueva Vizcaya | Statement: [Isinay language, primaryLocation, Bambang, Nueva Vizcaya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bambang, Nueva Vizcaya Context triple: [Isinay language, primaryLocation, Bambang, Nueva Vizcaya]
-
A.
Bayambang
Bayambang is a municipality in the province of Pangasinan in the Philippines, known for its agricultural economy and historical significance dating back to the Spanish colonial period.
-
B.
Itogon
Itogon is a mountainous municipality in Benguet province in the Philippines, known for its mining industry and scenic river valleys.
-
C.
San Manuel, Pangasinan
San Manuel, Pangasinan is a landlocked agricultural municipality in the Philippines known for hosting the massive San Roque Dam, one of the largest hydroelectric dams in Asia.
-
D.
Kidapawan
Kidapawan is a city in the Philippines that serves as the capital of Cotabato province on the island of Mindanao.
-
E.
Barangay Bambang
Barangay Bambang is a local administrative barangay within the highly urbanized city of Pasig in Metro Manila, Philippines.
- 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: Bambang, Nueva Vizcaya Triple: [Isinay language, primaryLocation, Bambang, Nueva Vizcaya]
Generated description
Bambang, Nueva Vizcaya is a municipality in the Philippines known as one of the cultural and linguistic centers of the Isinay-speaking community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bambang, Nueva Vizcaya Target entity description: Bambang, Nueva Vizcaya is a municipality in the Philippines known as one of the cultural and linguistic centers of the Isinay-speaking community.
-
A.
Bayambang
Bayambang is a municipality in the province of Pangasinan in the Philippines, known for its agricultural economy and historical significance dating back to the Spanish colonial period.
-
B.
Itogon
Itogon is a mountainous municipality in Benguet province in the Philippines, known for its mining industry and scenic river valleys.
-
C.
San Manuel, Pangasinan
San Manuel, Pangasinan is a landlocked agricultural municipality in the Philippines known for hosting the massive San Roque Dam, one of the largest hydroelectric dams in Asia.
-
D.
Kidapawan
Kidapawan is a city in the Philippines that serves as the capital of Cotabato province on the island of Mindanao.
-
E.
Barangay Bambang
Barangay Bambang is a local administrative barangay within the highly urbanized city of Pasig in Metro Manila, Philippines.
- 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_69c00905d4588190bd967842bbcf2219 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c02123fa9081909086c9cce3f3e907 |
completed | March 22, 2026, 5:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c04d51c12c8190911fb9a0c0d234d8 |
completed | March 22, 2026, 8:13 p.m. |
| NEDg | Description generation | batch_69c04e89b7c481908abae227d22cc814 |
completed | March 22, 2026, 8:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c04f41b158819097f9ef536215e248 |
completed | March 22, 2026, 8:21 p.m. |
Created at: March 22, 2026, 3:39 p.m.