Triple
T17073127
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tuguegarao City |
E414270
|
entity |
| Predicate | hasMajorRoad |
P385
|
FINISHED |
| Object | Maharlika Highway |
E336799
|
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: Maharlika Highway | Statement: [Tuguegarao City, hasMajorRoad, Maharlika Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maharlika Highway Context triple: [Tuguegarao City, hasMajorRoad, Maharlika Highway]
-
A.
Maharlika Highway
chosen
Maharlika Highway is a major national road network in the Philippines that forms part of the country’s primary north–south transportation backbone across Luzon, Samar, Leyte, and Mindanao.
-
B.
Manuel L. Quezon National Highway
Manuel L. Quezon National Highway is a major arterial road in Cebu that forms a key segment of the Cebu–Mactan transport corridor, linking important urban and commercial areas.
-
C.
D'Aguilar Highway
D'Aguilar Highway is a major rural highway in Queensland, Australia, linking inland towns with coastal and metropolitan areas northwest of Brisbane.
-
D.
Aguinaldo Highway
Aguinaldo Highway is a major thoroughfare in Cavite, Philippines, that serves as a primary route connecting several cities and municipalities to Metro Manila.
-
E.
Tagaytay–Nasugbu Road
Tagaytay–Nasugbu Road is a major highway in the Philippines that links the city of Tagaytay in Cavite to the coastal town of Nasugbu in Batangas, serving as a key route for tourism and local travel.
- 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_69d886cef44c8190ba56c44b4e863e64 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3dbc28fec81909c39d432094d9cdd |
completed | April 18, 2026, 7:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a014140722481909f976e32597a873d |
completed | May 11, 2026, 2:38 a.m. |
Created at: April 10, 2026, 5:34 a.m.