Triple
T7202988
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Luzon Expressway |
E148593
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object | Malolos, Bulacan |
E385995
|
NE FINISHED |
How this triple was built (2 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: Malolos, Bulacan | Statement: [North Luzon Expressway, passesThrough, Malolos, Bulacan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malolos, Bulacan Context triple: [North Luzon Expressway, passesThrough, Malolos, Bulacan]
-
A.
Malolos
chosen
Malolos is a historic city in the Philippines best known as the birthplace of the First Philippine Republic and the site of the Malolos Congress.
-
B.
Bocaue, Bulacan
Bocaue, Bulacan is a municipality in the province of Bulacan in the Philippines, known for its religious festivals and as the site of major venues such as the Philippine Arena.
-
C.
Sampaloc, Manila
Sampaloc, Manila is a central district of Manila, Philippines, known as an educational hub that hosts several major universities and colleges.
-
D.
Plaridel, Quezon
Plaridel, Quezon is a coastal municipality in the province of Quezon, Philippines, known for its fishing communities and access to the waters of Lamon Bay.
-
E.
Biñan
Biñan is a rapidly urbanizing city in the province of Laguna in the Philippines, known for its historical sites, industrial estates, and role as a residential and commercial hub south of Metro Manila.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: March 27, 2026, 2:52 p.m.