Triple
T1583038
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pattaya |
E34008
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object |
Central Thailand (administrative grouping with Chonburi)
Central Thailand (administrative grouping with Chonburi) is an administrative region of Thailand that encompasses key provinces such as Chonburi and includes major coastal cities like Pattaya.
|
E178772
|
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: Central Thailand (administrative grouping with Chonburi) | Statement: [Pattaya, region, Central Thailand (administrative grouping with Chonburi)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Thailand (administrative grouping with Chonburi) Context triple: [Pattaya, region, Central Thailand (administrative grouping with Chonburi)]
-
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.
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.
-
D.
Bangkok Metropolitan Administration
The Bangkok Metropolitan Administration is the local government authority responsible for managing and providing public services for Thailand’s capital city.
-
E.
Korat, Thailand
Korat, Thailand—formally known as Nakhon Ratchasima—is a major city in northeastern Thailand that serves as a regional economic and transportation hub.
- 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: Central Thailand (administrative grouping with Chonburi) Triple: [Pattaya, region, Central Thailand (administrative grouping with Chonburi)]
Generated description
Central Thailand (administrative grouping with Chonburi) is an administrative region of Thailand that encompasses key provinces such as Chonburi and includes major coastal cities like Pattaya.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Central Thailand (administrative grouping with Chonburi) Target entity description: Central Thailand (administrative grouping with Chonburi) is an administrative region of Thailand that encompasses key provinces such as Chonburi and includes major coastal cities like Pattaya.
-
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.
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.
-
D.
Bangkok Metropolitan Administration
The Bangkok Metropolitan Administration is the local government authority responsible for managing and providing public services for Thailand’s capital city.
-
E.
Korat, Thailand
Korat, Thailand—formally known as Nakhon Ratchasima—is a major city in northeastern Thailand that serves as a regional economic and transportation hub.
- 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_69a885fceb2c8190b47e0f7c0aefbff0 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a908ef80a48190bd5a8e51c65e5588 |
completed | March 5, 2026, 4:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad403355f4819084a560226a190b8a |
completed | March 8, 2026, 9:24 a.m. |
| NEDg | Description generation | batch_69ad40e7db808190a94dd9932ea8d6c4 |
completed | March 8, 2026, 9:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad417c2ff48190af8e62a015b45c6b |
completed | March 8, 2026, 9:29 a.m. |
Created at: March 4, 2026, 7:27 p.m.