Triple
T6549994
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hat Yai International Airport |
E151105
|
entity |
| Predicate | servesRegion |
P82
|
FINISHED |
| Object | Greater Hat Yai metropolitan area |
E208703
|
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: Greater Hat Yai metropolitan area | Statement: [Hat Yai International Airport, servesRegion, Greater Hat Yai metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Greater Hat Yai metropolitan area Context triple: [Hat Yai International Airport, servesRegion, Greater Hat Yai metropolitan area]
-
A.
Bangkok Metropolitan Region
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.
Hat Yai
chosen
Hat Yai is a major commercial and transportation hub city in southern Thailand, known for its bustling markets and proximity to the Malaysian border.
-
C.
Central Thailand
Central Thailand is a fertile, densely populated region of Thailand that forms the country’s political and economic heartland, centered around the capital city Bangkok and extensive rice-growing plains.
-
D.
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.
-
E.
Thu Thiem New Urban Area
Thu Thiem New Urban Area is a major planned financial and commercial district in Ho Chi Minh City, Vietnam, envisioned as a modern counterpart to the historic city center.
- 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_69c687f3fd60819083bfa583e5bcfa71 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6ae04affc8190826ee033849f2d42 |
completed | March 27, 2026, 4:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6d55113408190b96baf2747f36e3c |
completed | March 27, 2026, 7:06 p.m. |
Created at: March 27, 2026, 1:51 p.m.