Triple
T1333220
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Thailand |
E28689
|
entity |
| Predicate | hasProvince |
P285
|
FINISHED |
| Object |
Chumphon province
Chumphon province is a coastal region in southern Thailand known as a gateway to the Gulf of Thailand and nearby islands, featuring long beaches, fishing communities, and rich marine life.
|
E177403
|
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: Chumphon province | Statement: [Southern Thailand, hasProvince, Chumphon province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chumphon province Context triple: [Southern Thailand, hasProvince, Chumphon province]
-
A.
Surat Thani
Surat Thani is a major city in southern Thailand that serves as a key transport and commercial hub and gateway to popular Gulf of Thailand islands like Ko Samui.
-
B.
Pattani
Pattani is a historic coastal city in Thailand known for its Malay-Muslim cultural heritage and role as a regional trading and fishing center.
-
C.
Phang Nga province
Phang Nga province is a coastal region in southern Thailand known for its dramatic limestone karst islands, marine national parks, and scenic Phang Nga Bay.
-
D.
Nakhon Si Thammarat
Nakhon Si Thammarat is a historic coastal city in southern Thailand known for its ancient temples, particularly Wat Phra Mahathat, and its role as a regional cultural and economic center.
-
E.
Narathiwat
Narathiwat is a predominantly Malay-Muslim provincial capital in Thailand’s deep south, known for its coastal location near the Malaysian border and its role in the region’s cultural and political dynamics.
- 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: Chumphon province Triple: [Southern Thailand, hasProvince, Chumphon province]
Generated description
Chumphon province is a coastal region in southern Thailand known as a gateway to the Gulf of Thailand and nearby islands, featuring long beaches, fishing communities, and rich marine life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chumphon province Target entity description: Chumphon province is a coastal region in southern Thailand known as a gateway to the Gulf of Thailand and nearby islands, featuring long beaches, fishing communities, and rich marine life.
-
A.
Surat Thani
Surat Thani is a major city in southern Thailand that serves as a key transport and commercial hub and gateway to popular Gulf of Thailand islands like Ko Samui.
-
B.
Pattani
Pattani is a historic coastal city in Thailand known for its Malay-Muslim cultural heritage and role as a regional trading and fishing center.
-
C.
Phang Nga province
Phang Nga province is a coastal region in southern Thailand known for its dramatic limestone karst islands, marine national parks, and scenic Phang Nga Bay.
-
D.
Nakhon Si Thammarat
Nakhon Si Thammarat is a historic coastal city in southern Thailand known for its ancient temples, particularly Wat Phra Mahathat, and its role as a regional cultural and economic center.
-
E.
Narathiwat
Narathiwat is a predominantly Malay-Muslim provincial capital in Thailand’s deep south, known for its coastal location near the Malaysian border and its role in the region’s cultural and political dynamics.
- 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_69a498561a508190a3e1bc137c2b866a |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c1e98900819092c54c0fb58b958a |
completed | March 1, 2026, 10:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad36f900848190bb00cd7ad8eada60 |
completed | March 8, 2026, 8:44 a.m. |
| NEDg | Description generation | batch_69ad38706fcc81909e42a6a713605237 |
completed | March 8, 2026, 8:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad38c50fd8819087cce60b83017766 |
completed | March 8, 2026, 8:52 a.m. |
Created at: March 1, 2026, 7:55 p.m.