Triple
T945258
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Celebes Sea |
E20396
|
entity |
| Predicate | hasBorderingCity |
P15361
|
FINISHED |
| Object | Zamboanga City |
E124941
|
NE FINISHED |
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 City | Statement: [Celebes Sea, hasBorderingCity, Zamboanga City]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zamboanga City Context triple: [Celebes Sea, hasBorderingCity, Zamboanga City]
-
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.
Lapu-Lapu City
Lapu-Lapu City is a highly urbanized city in the province of Cebu in the Philippines, known for its historical significance as the site of the Battle of Mactan and as a major tourism and economic hub.
-
D.
Davao City
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasBorderingCity Context triple: [Celebes Sea, hasBorderingCity, Zamboanga City]
-
A.
hasBorderCity
chosen
Indicates that one location is a city situated on or very near the border of another geographic or political region.
-
B.
borderedBy
Indicates that one entity shares a common boundary or edge with another entity.
-
C.
countryBorderProximity
Indicates that one country is geographically close to or directly bordering another country.
-
D.
borderedByContinent
Indicates that one entity has a land or maritime boundary directly adjacent to the specified continent.
-
E.
countryBordering
Indicates that one country shares a land or maritime boundary directly with another country.
- F. None of above.
Provenance (4 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_69a493b0270c81909e6c9ce310f6aa55 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b3a61b648190b1b6c932e047e161 |
completed | March 1, 2026, 9:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac599117d48190b329ec50b9a632fc |
completed | March 7, 2026, 5 p.m. |
| PD | Predicate disambiguation | batch_69a4b29dc8dc8190b9d33f70f8563d61 |
completed | March 1, 2026, 9:41 p.m. |
Created at: March 1, 2026, 7:40 p.m.