Triple
T3898787
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zambales |
E90435
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object |
Subic
Subic is a coastal municipality in the province of Zambales in the Philippines, known for its proximity to Subic Bay and its role in regional trade and tourism.
|
E398210
|
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: Subic | Statement: [Zambales, hasMunicipality, Subic]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Subic Context triple: [Zambales, hasMunicipality, Subic]
-
A.
Subic Bay
Subic Bay is a deep, strategically important bay on the western coast of Luzon in the Philippines, historically known for its major U.S. naval base and now a key commercial and industrial hub.
-
B.
Port of Subic
Port of Subic is a major international seaport and freeport zone in the Philippines that serves as a key hub for maritime trade, logistics, and industrial activities in the Subic Bay area.
-
C.
Olongapo, Philippines
Olongapo is a coastal city in the Philippines known for its history as the site of the former U.S. Subic Bay Naval Base and its role as a commercial and tourism hub in Central Luzon.
-
D.
Port of Manila
The Port of Manila is the Philippines’ largest and busiest seaport, serving as the primary international gateway for the country’s maritime trade and cargo traffic.
-
E.
Sangley Point
Sangley Point is a peninsula in Cavite, Philippines, historically significant as a former U.S. naval base and now used for Philippine military and aviation facilities.
- 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: Subic Triple: [Zambales, hasMunicipality, Subic]
Generated description
Subic is a coastal municipality in the province of Zambales in the Philippines, known for its proximity to Subic Bay and its role in regional trade and tourism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Subic Target entity description: Subic is a coastal municipality in the province of Zambales in the Philippines, known for its proximity to Subic Bay and its role in regional trade and tourism.
-
A.
Subic Bay
Subic Bay is a deep, strategically important bay on the western coast of Luzon in the Philippines, historically known for its major U.S. naval base and now a key commercial and industrial hub.
-
B.
Port of Subic
Port of Subic is a major international seaport and freeport zone in the Philippines that serves as a key hub for maritime trade, logistics, and industrial activities in the Subic Bay area.
-
C.
Olongapo, Philippines
Olongapo is a coastal city in the Philippines known for its history as the site of the former U.S. Subic Bay Naval Base and its role as a commercial and tourism hub in Central Luzon.
-
D.
Port of Manila
The Port of Manila is the Philippines’ largest and busiest seaport, serving as the primary international gateway for the country’s maritime trade and cargo traffic.
-
E.
Sangley Point
Sangley Point is a peninsula in Cavite, Philippines, historically significant as a former U.S. naval base and now used for Philippine military and aviation facilities.
- 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_69aed95d315881908cbf1bf4a7215fbf |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeecefa3608190a7a20ed6df6a64b2 |
completed | March 9, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51ca0f72c819084726f631a947f8c |
completed | March 14, 2026, 8:30 a.m. |
| NEDg | Description generation | batch_69b5207c0cfc8190aae16e8a88348679 |
completed | March 14, 2026, 8:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b52163bf888190b38f87d22ecd200e |
completed | March 14, 2026, 8:50 a.m. |
Created at: March 9, 2026, 3:21 p.m.