Triple
T16427650
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Plaridel, Bulacan |
E398984
|
entity |
| Predicate | isAccessibleVia |
P1985
|
FINISHED |
| Object | Philippine national highways |
E846476
|
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: Philippine national highways | Statement: [Plaridel, Bulacan, isAccessibleVia, Philippine national highways]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Philippine national highways Context triple: [Plaridel, Bulacan, isAccessibleVia, Philippine national highways]
-
A.
Philippine highway network
chosen
The Philippine highway network is the nationwide system of primary, secondary, and tertiary roads that connects the country’s major islands, cities, and regions for transportation and commerce.
-
B.
Philippine expressway network
The Philippine expressway network is a system of high-capacity, toll expressways that connect major regions and urban centers across the Philippines to facilitate faster, more efficient road transport.
-
C.
Tarlac–Pangasinan–La Union Expressway
The Tarlac–Pangasinan–La Union Expressway is a major toll expressway in the Philippines that connects central and northern Luzon, significantly reducing travel time to key provinces and tourist destinations.
-
D.
Subic–Clark–Tarlac Expressway
The Subic–Clark–Tarlac Expressway is a major toll expressway in the Philippines that links the Subic Bay Freeport Zone, Clark Freeport and Special Economic Zone, and the province of Tarlac, facilitating faster travel and regional economic development in Central Luzon.
-
E.
Cebu–Mactan road network
The Cebu–Mactan road network is the system of roads and bridges that connects Mactan Island to mainland Cebu, facilitating regional transport and economic activity in the central Philippines.
- 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_69d87f2b9024819085c20e52de95d583 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e328fc223c8190bbed29907351a6f6 |
completed | April 18, 2026, 6:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00458331748190a4bd1c5d2d466e6d |
completed | May 10, 2026, 8:44 a.m. |
Created at: April 10, 2026, 5:09 a.m.