Triple
T21700492
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zamboanga International Airport |
E535641
|
entity |
| Predicate | servesArea |
P82
|
FINISHED |
| Object | Zamboanga 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: Zamboanga City metropolitan area | Statement: [Zamboanga International Airport, servesArea, Zamboanga City metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zamboanga City metropolitan area Context triple: [Zamboanga International Airport, servesArea, Zamboanga City metropolitan area]
-
A.
Zamboanga City
chosen
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.
-
B.
Cotabato City
Cotabato City is an independent urban center in the southern Philippines known as a key political, economic, and cultural hub in Mindanao.
-
C.
Zamboanga District
Zamboanga District was a former administrative division in the southern Philippines that encompassed the area around present-day Zamboanga City and its surrounding regions.
-
D.
Cotabato
Cotabato is a landlocked province in the southern Philippines on the island of Mindanao, known for its diverse cultures, agriculture, and role as a regional hub in Soccsksargen.
-
E.
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.
- 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_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.