Triple
T18002709
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | STAR Tollway |
E430666
|
entity |
| Predicate | servesCity |
P82
|
FINISHED |
| Object |
Malvar, Batangas
Malvar, Batangas is a municipality in the province of Batangas in the Philippines, known for its growing industrial zones and proximity to major transport routes in Southern Luzon.
|
E1301424
|
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: Malvar, Batangas | Statement: [STAR Tollway, servesCity, Malvar, Batangas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malvar, Batangas Context triple: [STAR Tollway, servesCity, Malvar, Batangas]
-
A.
Santa Ana, Pampanga
Santa Ana, Pampanga is a landlocked agricultural municipality in the province of Pampanga, Philippines, known for its rural communities and proximity to the Candaba wetlands.
-
B.
Agoncillo, Batangas
Agoncillo, Batangas is a lakeside municipality in the Philippines known for its scenic views of Taal Lake and proximity to the Taal Volcano.
-
C.
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.
-
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.
Lipa, Batangas
Lipa, Batangas is a highly urbanized city in the province of Batangas in the Philippines, known as a commercial, educational, and religious center in the Calabarzon region.
- 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: Malvar, Batangas Triple: [STAR Tollway, servesCity, Malvar, Batangas]
Generated description
Malvar, Batangas is a municipality in the province of Batangas in the Philippines, known for its growing industrial zones and proximity to major transport routes in Southern Luzon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malvar, Batangas Target entity description: Malvar, Batangas is a municipality in the province of Batangas in the Philippines, known for its growing industrial zones and proximity to major transport routes in Southern Luzon.
-
A.
Santa Ana, Pampanga
Santa Ana, Pampanga is a landlocked agricultural municipality in the province of Pampanga, Philippines, known for its rural communities and proximity to the Candaba wetlands.
-
B.
Agoncillo, Batangas
Agoncillo, Batangas is a lakeside municipality in the Philippines known for its scenic views of Taal Lake and proximity to the Taal Volcano.
-
C.
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.
-
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.
Lipa, Batangas
Lipa, Batangas is a highly urbanized city in the province of Batangas in the Philippines, known as a commercial, educational, and religious center in the Calabarzon region.
- 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_69d8b904530081908bf341d842464856 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4b3ea60608190b977644e946407b7 |
completed | April 19, 2026, 10:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03431b4b6c8190836e7856a93d485c |
completed | May 12, 2026, 3:11 p.m. |
| NEDg | Description generation | batch_6a03447c0530819082d554592eec03ca |
completed | May 12, 2026, 3:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a034552e424819087b23bcf3f688523 |
completed | May 12, 2026, 3:20 p.m. |
Created at: April 10, 2026, 10:23 a.m.