Triple
T14297814
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Demak |
E354485
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object | Pantura (north coast) road corridor |
E206044
|
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: Pantura (north coast) road corridor | Statement: [Demak, hasTransport, Pantura (north coast) road corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pantura (north coast) road corridor Context triple: [Demak, hasTransport, Pantura (north coast) road corridor]
-
A.
Pantura (north coast) road
chosen
Pantura (north coast) road is a major arterial highway along the northern coast of Java, Indonesia, serving as a key route for intercity travel and freight transport between major cities and ports.
-
B.
North West Coastal Highway
North West Coastal Highway is a major road in Western Australia that runs along the state’s northwest coast, connecting regional centers such as Geraldton with remote coastal communities and mining areas.
-
C.
PR-22 highway corridor
The PR-22 highway corridor is a major toll expressway running along Puerto Rico’s northern coast, connecting the San Juan metropolitan area with key western municipalities and serving as a primary route for regional commerce and travel.
-
D.
Makran Coastal Highway
Makran Coastal Highway is a major coastal road in Pakistan that links the port city of Gwadar with Karachi along the Arabian Sea, boosting regional trade and tourism.
-
E.
C-55 road
The C-55 road is a major regional highway in Catalonia, Spain, that connects the city of Manresa with other important towns and transport routes in the area.
- 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_69d8278e17088190b328c5a9d4be74ff |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de717cfc948190ace5f1c91283b1c3 |
completed | April 14, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3d246ccc81909e9fe8b4487dcc88 |
completed | May 8, 2026, 1:32 a.m. |
Created at: April 10, 2026, 1:11 a.m.