Triple
T7202987
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Luzon Expressway |
E148593
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
Guiguinto, Bulacan
Guiguinto, Bulacan is a rapidly urbanizing municipality in the province of Bulacan, Philippines, known for its strategic location near Metro Manila and growing residential and commercial developments.
|
E651672
|
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: Guiguinto, Bulacan | Statement: [North Luzon Expressway, passesThrough, Guiguinto, Bulacan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guiguinto, Bulacan Context triple: [North Luzon Expressway, passesThrough, Guiguinto, Bulacan]
-
A.
Balagtas, Bulacan
Balagtas, Bulacan is a municipality in the province of Bulacan in the Philippines, known for its historical significance and growing suburban communities near Metro Manila.
-
B.
San Simon, Pampanga
San Simon, Pampanga is a municipality in the province of Pampanga in the Philippines, known for its agricultural economy and strategic location along major transport routes in Central Luzon.
-
C.
Pandi, Bulacan
Pandi, Bulacan is a landlocked municipality in the province of Bulacan in the Philippines, known primarily as a rapidly urbanizing residential and agricultural community in Central Luzon.
-
D.
Morong, Bataan
Morong, Bataan is a coastal municipality in the province of Bataan in the Philippines, known for its beaches, eco-tourism sites, and the Subic Bay Freeport Zone nearby.
-
E.
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.
- 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: Guiguinto, Bulacan Triple: [North Luzon Expressway, passesThrough, Guiguinto, Bulacan]
Generated description
Guiguinto, Bulacan is a rapidly urbanizing municipality in the province of Bulacan, Philippines, known for its strategic location near Metro Manila and growing residential and commercial developments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Guiguinto, Bulacan Target entity description: Guiguinto, Bulacan is a rapidly urbanizing municipality in the province of Bulacan, Philippines, known for its strategic location near Metro Manila and growing residential and commercial developments.
-
A.
Balagtas, Bulacan
Balagtas, Bulacan is a municipality in the province of Bulacan in the Philippines, known for its historical significance and growing suburban communities near Metro Manila.
-
B.
San Simon, Pampanga
San Simon, Pampanga is a municipality in the province of Pampanga in the Philippines, known for its agricultural economy and strategic location along major transport routes in Central Luzon.
-
C.
Pandi, Bulacan
Pandi, Bulacan is a landlocked municipality in the province of Bulacan in the Philippines, known primarily as a rapidly urbanizing residential and agricultural community in Central Luzon.
-
D.
Morong, Bataan
Morong, Bataan is a coastal municipality in the province of Bataan in the Philippines, known for its beaches, eco-tourism sites, and the Subic Bay Freeport Zone nearby.
-
E.
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.
- 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_69c687e8cf188190b5f3ecffd681f04e |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6e94a9ee4819086de79fcdfa1836a |
completed | March 27, 2026, 8:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7d37f67bc8190bc11ab16f7cbe909 |
completed | March 28, 2026, 1:11 p.m. |
| NEDg | Description generation | batch_69c7d482aac48190b80e394854977c3a |
completed | March 28, 2026, 1:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7d5137efc81908745cca73b112f0c |
completed | March 28, 2026, 1:18 p.m. |
Created at: March 27, 2026, 2:52 p.m.