Triple
T11355995
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Faculty of Dentistry, Chulalongkorn University |
E268951
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object | Bangkok Metropolitan Region |
E297261
|
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: Bangkok Metropolitan Region | Statement: [Faculty of Dentistry, Chulalongkorn University, regionServed, Bangkok Metropolitan Region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bangkok Metropolitan Region Context triple: [Faculty of Dentistry, Chulalongkorn University, regionServed, Bangkok Metropolitan Region]
-
A.
Bangkok Metropolitan Region
chosen
The Bangkok Metropolitan Region is Thailand’s largest urban agglomeration, centered on the capital city of Bangkok and encompassing its surrounding provinces as a major political, economic, and cultural hub.
-
B.
Bangkok Province
Bangkok Province is Thailand’s capital and most populous urban province, serving as the country’s political, economic, and cultural center.
-
C.
Samut Prakan Province
Samut Prakan Province is a coastal province in central Thailand, just south of Bangkok, known for its industrial zones, seaside communities, and cultural attractions such as the Ancient City and Erawan Museum.
-
D.
Hat Yai
Hat Yai is a major commercial and transportation hub city in southern Thailand, known for its bustling markets and proximity to the Malaysian border.
-
E.
Bangkok
Bangkok is the vibrant capital and largest city of Thailand, known for its bustling street life, ornate temples, and role as a major economic and cultural hub in Southeast Asia.
- 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_69d6aacbe18081909e5fadb50082dd96 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7ea419afc8190b3a93141d015ebdf |
completed | April 9, 2026, 6:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5b7ee695c8190851ee2adb3e38738 |
completed | April 20, 2026, 5:21 a.m. |
Created at: April 8, 2026, 9:33 p.m.