Triple
T2597748
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Cotabato |
E58271
|
entity |
| Predicate | hasBorderWith |
P224
|
FINISHED |
| Object | Davao City |
E120891
|
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 City | Statement: [North Cotabato, hasBorderWith, Davao City]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Davao City Context triple: [North Cotabato, hasBorderWith, Davao City]
-
A.
Davao City
chosen
Davao City is a major urban center in the southern Philippines known for its economic hub status, proximity to Mount Apo, and reputation as one of the country’s safest and most progressive cities.
-
B.
Cagayan de Oro
Cagayan de Oro is a highly urbanized city in Northern Mindanao, Philippines, known as a regional economic hub and gateway to the island’s northern corridor.
-
C.
Cotabato City
Cotabato City is an independent urban center in the southern Philippines known as a key political, economic, and cultural hub in Mindanao.
-
D.
Cebu
Cebu is a major island and province in the central Philippines known for its historic role in Spanish colonization, vibrant urban center Cebu City, and popular beach and dive tourism.
-
E.
Zamboanga City
Zamboanga City is a major urban and economic center in southwestern Mindanao, Philippines, known for its strategic port, diverse culture, and Spanish-based Chavacano language.
- 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_69b5281079fc8190a69ae43b14407736 |
completed | March 14, 2026, 9:19 a.m. |
Created at: March 6, 2026, 9:49 p.m.