Triple
T18833709
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Francisco Bangoy International Airport |
E460598
|
entity |
| Predicate | isMajorHubFor |
P164
|
FINISHED |
| Object | Davao City metropolitan area |
—
|
NE NERFINISHED |
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 metropolitan area | Statement: [Francisco Bangoy International Airport, isMajorHubFor, Davao City metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Davao City metropolitan area Context triple: [Francisco Bangoy International Airport, isMajorHubFor, Davao City metropolitan area]
-
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.
Bacolod metropolitan area
The Bacolod metropolitan area is an urban agglomeration in Negros Occidental, Philippines, centered on Bacolod City and encompassing several surrounding cities and municipalities.
-
C.
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.
-
D.
Cotabato City
Cotabato City is an independent urban center in the southern Philippines known as a key political, economic, and cultural hub in Mindanao.
-
E.
Davao District
Davao District was a former administrative division in the early 20th-century Moro Province in the southern Philippines, encompassing areas that are now part of Davao Region on Mindanao.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d8dcf94c288190a06dea029ae4b223 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5a99b540c8190a29e5f9d56791d41 |
completed | April 20, 2026, 4:20 a.m. |
Created at: April 10, 2026, 11:56 a.m.