Triple
T2597747
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Cotabato |
E58271
|
entity |
| Predicate | hasBorderWith |
P224
|
FINISHED |
| Object | Davao del Sur |
E258553
|
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: Davao del Sur | Statement: [North Cotabato, hasBorderWith, Davao del Sur]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Davao del Sur Context triple: [North Cotabato, hasBorderWith, Davao del Sur]
-
A.
Davao del Sur
chosen
Davao del Sur is a province in the southern Philippines on the island of Mindanao, known for its coastal areas along the Davao Gulf and its proximity to Mount Apo, the country’s highest peak.
-
B.
Davao Oriental
Davao Oriental is a province in the southeastern part of Mindanao in the Philippines, known for its Pacific coastline, beaches, and rich biodiversity.
-
C.
Davao del Norte
Davao del Norte is a province in the southeastern Philippines known for its banana plantations, coastal areas, and role as part of the Davao Region on Mindanao island.
-
D.
Davao Occidental
Davao Occidental is a province in the southern Philippines located on the southwestern part of Mindanao, known for its coastal landscapes and emerging eco-tourism sites.
-
E.
Davao de Oro
Davao de Oro is a landlocked province in the Davao Region of Mindanao in the Philippines, known for its gold deposits, agricultural production, and mountainous landscapes.
- 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_69ab4ac14040819098b13f4a27d5c8ff |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd4548b1081909d28f88ea5e14202 |
completed | March 7, 2026, 7:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc027578c8190b830f550c45ceddc |
completed | March 10, 2026, 6:54 a.m. |
Created at: March 6, 2026, 9:49 p.m.