Triple
T7560162
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Thailand (administrative grouping with Chonburi) |
E178772
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Thailand administrative divisions
Thailand administrative divisions are the hierarchical system by which Thailand is organized into regions, provinces, districts, and lower-level local units for governance and administration.
|
E673634
|
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: Thailand administrative divisions | Statement: [Central Thailand (administrative grouping with Chonburi), partOf, Thailand administrative divisions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thailand administrative divisions Context triple: [Central Thailand (administrative grouping with Chonburi), partOf, Thailand administrative divisions]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Thailand
Thailand is a Southeast Asian nation known for its rich Buddhist culture, constitutional monarchy, and role as a regional hub for tourism and trade.
-
E.
northern Thailand
Northern Thailand is a mountainous, culturally rich region of Thailand known for its cooler climate, historic cities, and strong Lanna heritage.
- 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: Thailand administrative divisions Triple: [Central Thailand (administrative grouping with Chonburi), partOf, Thailand administrative divisions]
Generated description
Thailand administrative divisions are the hierarchical system by which Thailand is organized into regions, provinces, districts, and lower-level local units for governance and administration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thailand administrative divisions Target entity description: Thailand administrative divisions are the hierarchical system by which Thailand is organized into regions, provinces, districts, and lower-level local units for governance and administration.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Thailand
Thailand is a Southeast Asian nation known for its rich Buddhist culture, constitutional monarchy, and role as a regional hub for tourism and trade.
-
E.
northern Thailand
Northern Thailand is a mountainous, culturally rich region of Thailand known for its cooler climate, historic cities, and strong Lanna heritage.
- 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_69c69f2da22c8190a50942ac20af70e8 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f8dd96488190b4cca25ae8f7f95c |
completed | March 27, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c856cc869081909555ae03dec52288 |
completed | March 28, 2026, 10:31 p.m. |
| NEDg | Description generation | batch_69c85765d1f48190b171ff87a15c5b74 |
completed | March 28, 2026, 10:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8580963748190b81bd7437259da28 |
completed | March 28, 2026, 10:36 p.m. |
Created at: March 27, 2026, 3:50 p.m.