Triple
T14000175
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maharlika Highway |
E336799
|
entity |
| Predicate | maintainedBy |
P86
|
FINISHED |
| Object | Department of Public Works and Highways |
E275438
|
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: Department of Public Works and Highways | Statement: [Maharlika Highway, maintainedBy, Department of Public Works and Highways]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Public Works and Highways Context triple: [Maharlika Highway, maintainedBy, Department of Public Works and Highways]
-
A.
Department of Public Works and Highways
chosen
The Department of Public Works and Highways is the Philippine government agency responsible for planning, constructing, and maintaining the country’s national roads, bridges, and other public infrastructure.
-
B.
Department of Transportation (Philippines)
The Department of Transportation (Philippines) is the national government agency responsible for planning, implementing, and regulating the country’s transportation systems and infrastructure across land, air, and sea.
-
C.
Philippine National Construction Corporation
The Philippine National Construction Corporation is a government-owned and controlled corporation in the Philippines primarily involved in the financing, construction, and operation of major infrastructure projects such as highways and expressways.
-
D.
Ministry of Infrastructure and Transport
The Ministry of Infrastructure and Transport is the Italian government department responsible for national transport systems and major public infrastructure planning, regulation, and development.
-
E.
Philippine Reclamation Authority
The Philippine Reclamation Authority is a government-owned corporation responsible for planning, regulating, and managing land reclamation and related development projects across the Philippines’ coastal and offshore areas.
- 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_69d81c645c5c8190b1fd16a285a1b78a |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2eb81b208190a961e49a02fa4140 |
completed | April 14, 2026, 12:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fbac9f1f6c8190af7ddac920661bd5 |
completed | May 6, 2026, 9:03 p.m. |
Created at: April 9, 2026, 10:19 p.m.