Triple
T3104280
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Korat, Thailand |
E64793
|
entity |
| Predicate | locatedInRegion |
P40
|
FINISHED |
| Object |
Northeastern Thailand
Northeastern Thailand is a largely rural, culturally distinct region of Thailand known for its Isan culture, cuisine, and plateau landscape bordering Laos and Cambodia.
|
E327355
|
NE FINISHED |
How this triple was built (4 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: Northeastern Thailand | Statement: [Korat, Thailand, locatedInRegion, Northeastern Thailand]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northeastern Thailand Context triple: [Korat, Thailand, locatedInRegion, Northeastern Thailand]
-
A.
Western Thailand
Western Thailand is a geographic region of Thailand along the border with Myanmar, known for its mountainous terrain, border towns, and diverse ethnic communities.
-
B.
northern Thailand
Northern Thailand is a mountainous, culturally rich region of Thailand known for its cooler climate, historic cities, and strong Lanna heritage.
-
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.
southern Thailand
Southern Thailand is the culturally diverse, predominantly Malay-influenced southern region of Thailand, known for its tropical coasts, Islamic heritage, and proximity to Malaysia.
-
E.
Eastern Seaboard of Thailand
The Eastern Seaboard of Thailand is a major coastal industrial and tourism region along the Gulf of Thailand, known for its ports, manufacturing hubs, and popular beach destinations.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Northeastern Thailand Triple: [Korat, Thailand, locatedInRegion, Northeastern Thailand]
Generated description
Northeastern Thailand is a largely rural, culturally distinct region of Thailand known for its Isan culture, cuisine, and plateau landscape bordering Laos and Cambodia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northeastern Thailand Target entity description: Northeastern Thailand is a largely rural, culturally distinct region of Thailand known for its Isan culture, cuisine, and plateau landscape bordering Laos and Cambodia.
-
A.
Western Thailand
Western Thailand is a geographic region of Thailand along the border with Myanmar, known for its mountainous terrain, border towns, and diverse ethnic communities.
-
B.
northern Thailand
Northern Thailand is a mountainous, culturally rich region of Thailand known for its cooler climate, historic cities, and strong Lanna heritage.
-
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.
southern Thailand
Southern Thailand is the culturally diverse, predominantly Malay-influenced southern region of Thailand, known for its tropical coasts, Islamic heritage, and proximity to Malaysia.
-
E.
Eastern Seaboard of Thailand
The Eastern Seaboard of Thailand is a major coastal industrial and tourism region along the Gulf of Thailand, known for its ports, manufacturing hubs, and popular beach destinations.
- F. None of above. chosen
Provenance (5 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_69ad857eeaf48190b34ebfdaa7a264cf |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada26f376c8190a049399e33314d52 |
completed | March 8, 2026, 4:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b203846a108190a97c30c463e119b1 |
completed | March 12, 2026, 12:06 a.m. |
| NEDg | Description generation | batch_69b20482147c8190852110e01c0988f3 |
completed | March 12, 2026, 12:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b205d86ab0819084a352c0b634a026 |
completed | March 12, 2026, 12:16 a.m. |
Created at: March 8, 2026, 3:03 p.m.