Triple
T21700441
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port of Zamboanga |
E535640
|
entity |
| Predicate | connectsToSeaRoute |
P62174
|
FINISHED |
| Object | Zamboanga–Sandakan route |
—
|
NE NERFINISHED |
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: Zamboanga–Sandakan route | Statement: [Port of Zamboanga, connectsToSeaRoute, Zamboanga–Sandakan route]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zamboanga–Sandakan route Context triple: [Port of Zamboanga, connectsToSeaRoute, Zamboanga–Sandakan route]
-
A.
Zamboanga–Tawi-Tawi route
The Zamboanga–Tawi-Tawi route is a major maritime corridor in the southern Philippines that links the city of Zamboanga to the island province of Tawi-Tawi for passenger and cargo transport.
-
B.
Cotabato–Davao Road
Cotabato–Davao Road is a major highway in Mindanao, Philippines, that serves as a key transport corridor linking the provinces of Cotabato and Davao and facilitating regional trade and travel.
-
C.
Lahad Datu–Sandakan road
The Lahad Datu–Sandakan road is a major highway in Sabah, Malaysia, linking the coastal towns of Lahad Datu and Sandakan and serving as an important route for regional travel and commerce.
-
D.
Mindanao northern corridor
Mindanao northern corridor is a key economic and transportation belt in northern Mindanao, Philippines, linking major urban centers, ports, and industrial zones across the region.
-
E.
Cagayan de Oro–Iligan Road
Cagayan de Oro–Iligan Road is a major highway in Northern Mindanao, Philippines, that serves as a primary transport corridor linking the cities of Cagayan de Oro and Iligan.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zamboanga–Sandakan route Target entity description: The Zamboanga–Sandakan route is an international sea corridor linking Zamboanga City in the southern Philippines with Sandakan in Sabah, Malaysia, facilitating regional trade and passenger travel across the Sulu Sea.
-
A.
Zamboanga–Tawi-Tawi route
The Zamboanga–Tawi-Tawi route is a major maritime corridor in the southern Philippines that links the city of Zamboanga to the island province of Tawi-Tawi for passenger and cargo transport.
-
B.
Cotabato–Davao Road
Cotabato–Davao Road is a major highway in Mindanao, Philippines, that serves as a key transport corridor linking the provinces of Cotabato and Davao and facilitating regional trade and travel.
-
C.
Lahad Datu–Sandakan road
The Lahad Datu–Sandakan road is a major highway in Sabah, Malaysia, linking the coastal towns of Lahad Datu and Sandakan and serving as an important route for regional travel and commerce.
-
D.
Mindanao northern corridor
Mindanao northern corridor is a key economic and transportation belt in northern Mindanao, Philippines, linking major urban centers, ports, and industrial zones across the region.
-
E.
Cagayan de Oro–Iligan Road
Cagayan de Oro–Iligan Road is a major highway in Northern Mindanao, Philippines, that serves as a primary transport corridor linking the cities of Cagayan de Oro and Iligan.
- F. None of above. chosen
Provenance (2 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_69e0c46b44c0819088ab883ebd44e0e8 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef9b7edd3c8190bca83ef37598cbfb |
completed | April 27, 2026, 5:23 p.m. |
Created at: April 16, 2026, 6:45 p.m.