Triple
T11023364
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tacurong |
E260550
|
entity |
| Predicate | hasRoadNetworkAuthority |
P94568
|
FINISHED |
| Object | Department of Public Works and Highways of the Philippines |
E275438
|
NE FINISHED |
How this triple was built (3 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 of the Philippines | Statement: [Tacurong, hasRoadNetworkAuthority, Department of Public Works and Highways of the Philippines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Public Works and Highways of the Philippines Context triple: [Tacurong, hasRoadNetworkAuthority, Department of Public Works and Highways of the Philippines]
-
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.
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.
-
C.
Philippine Ports Authority
The Philippine Ports Authority is a government-owned corporation in the Philippines responsible for managing, operating, and developing the country’s public seaports and related port facilities.
-
D.
Department of the Interior and Local Government of the Philippines
The Department of the Interior and Local Government of the Philippines is the executive department responsible for promoting peace and order, ensuring public safety, and strengthening the capabilities of local government units across the country.
-
E.
National Economic and Development Authority of the Philippines
The National Economic and Development Authority of the Philippines is the government’s primary socioeconomic planning body, responsible for formulating development plans and policies to guide the country’s economic growth.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasRoadNetworkAuthority Context triple: [Tacurong, hasRoadNetworkAuthority, Department of Public Works and Highways of the Philippines]
-
A.
hasRoadAuthority
chosen
Indicates that one entity holds official control, responsibility, or decision-making power over a road or road network in relation to another entity.
-
B.
hasRoadNetworkType
Indicates the type or classification of road network associated with or present in an entity.
-
C.
roadNetworkServedBy
Indicates that a particular road network is provided, maintained, or operated by a specified service, organization, or infrastructure system.
-
D.
hasRoadNetworkQuality
Indicates the assessed level or condition of the road network associated with an entity.
-
E.
isPublicRoadNetwork
Indicates that a given road network is officially designated for public use and accessible to the general public for transportation.
- F. None of above.
Provenance (4 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_69d6aa9687448190b28d353b1b6a610e |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d797be9f148190a3a967bad5947496 |
completed | April 9, 2026, 12:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3750917d481909e73de0bfae27827 |
completed | April 18, 2026, 12:11 p.m. |
| PD | Predicate disambiguation | batch_69d72e995e008190bbffb314129ed0cd |
completed | April 9, 2026, 4:44 a.m. |
Created at: April 8, 2026, 9:25 p.m.