Triple
T18342819
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Batangas Bay |
E439451
|
entity |
| Predicate | hasNearbyMunicipality |
P4647
|
FINISHED |
| Object |
Bauan, Batangas
Bauan, Batangas is a coastal municipality in the province of Batangas in the Philippines, known for its shipbuilding industry, diving spots, and proximity to Batangas City.
|
E1324255
|
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: Bauan, Batangas | Statement: [Batangas Bay, hasNearbyMunicipality, Bauan, Batangas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bauan, Batangas Context triple: [Batangas Bay, hasNearbyMunicipality, Bauan, Batangas]
-
A.
Hermosa, Bataan
Hermosa, Bataan is a municipality in the province of Bataan in the Philippines, known for its strategic location as a gateway between Central Luzon and the Subic–Clark growth corridor.
-
B.
Mabini, Batangas
Mabini, Batangas is a coastal municipality in the Philippines renowned for its diving and snorkeling sites, particularly around the Anilao area.
-
C.
San Nicolas, Batangas
San Nicolas, Batangas is a lakeside municipality in the Philippines known for its proximity to Taal Lake and its role as a primary access point for visiting Taal Volcano.
-
D.
Balanga, Bataan
Balanga, Bataan is a component city in the province of Bataan in the Philippines, serving as its capital and a center for commerce, education, and local government.
-
E.
San Juan, Batangas
San Juan, Batangas is a coastal municipality in the Philippines known for its long beaches, heritage sites, and resorts along the shores of Tayabas Bay.
- 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: Bauan, Batangas Triple: [Batangas Bay, hasNearbyMunicipality, Bauan, Batangas]
Generated description
Bauan, Batangas is a coastal municipality in the province of Batangas in the Philippines, known for its shipbuilding industry, diving spots, and proximity to Batangas City.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bauan, Batangas Target entity description: Bauan, Batangas is a coastal municipality in the province of Batangas in the Philippines, known for its shipbuilding industry, diving spots, and proximity to Batangas City.
-
A.
Hermosa, Bataan
Hermosa, Bataan is a municipality in the province of Bataan in the Philippines, known for its strategic location as a gateway between Central Luzon and the Subic–Clark growth corridor.
-
B.
Mabini, Batangas
Mabini, Batangas is a coastal municipality in the Philippines renowned for its diving and snorkeling sites, particularly around the Anilao area.
-
C.
San Nicolas, Batangas
San Nicolas, Batangas is a lakeside municipality in the Philippines known for its proximity to Taal Lake and its role as a primary access point for visiting Taal Volcano.
-
D.
Balanga, Bataan
Balanga, Bataan is a component city in the province of Bataan in the Philippines, serving as its capital and a center for commerce, education, and local government.
-
E.
San Juan, Batangas
San Juan, Batangas is a coastal municipality in the Philippines known for its long beaches, heritage sites, and resorts along the shores of Tayabas Bay.
- 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_69d8b9175fec8190af865699b4e64d8c |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e514f188e081909cdbce61a21b9591 |
completed | April 19, 2026, 5:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03f09a7b288190a2c7dd6f0ada3fea |
completed | May 13, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_6a03f200c7148190a57f7896ff22b958 |
completed | May 13, 2026, 3:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03f341ce908190b1cb1ba350814107 |
completed | May 13, 2026, 3:42 a.m. |
Created at: April 10, 2026, 10:37 a.m.