Triple
T6549887
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Trang province |
E151103
|
entity |
| Predicate | hasNativeName |
P1435
|
FINISHED |
| Object |
จังหวัดตรัง
จังหวัดตรัง is a coastal province in southern Thailand known for its Andaman Sea islands, limestone caves, and rich cultural and culinary heritage.
|
E605458
|
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: จังหวัดตรัง | Statement: [Trang province, hasNativeName, จังหวัดตรัง]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: จังหวัดตรัง Context triple: [Trang province, hasNativeName, จังหวัดตรัง]
-
A.
Krabi Province
Krabi Province is a coastal region in southern Thailand known for its dramatic limestone cliffs, clear turquoise waters, and popular beach destinations such as Ao Nang and the Phi Phi Islands.
-
B.
Ninh Thuận Province
Ninh Thuận Province is a coastal province in south-central Vietnam known for its dry climate, Cham cultural heritage, and agriculture, particularly grape and sheep farming.
-
C.
Phatthalung province
Phatthalung province is a largely rural, mountainous province in southern Thailand known for its wetlands, traditional shadow-puppet theatre (Nang Talung), and rich cultural heritage.
-
D.
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.
-
E.
Ranong province
Ranong province is a coastal province in southern Thailand known for its mountainous rainforest terrain, high rainfall, and location along the Andaman Sea near the Myanmar border.
- 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: จังหวัดตรัง Triple: [Trang province, hasNativeName, จังหวัดตรัง]
Generated description
จังหวัดตรัง is a coastal province in southern Thailand known for its Andaman Sea islands, limestone caves, and rich cultural and culinary heritage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: จังหวัดตรัง Target entity description: จังหวัดตรัง is a coastal province in southern Thailand known for its Andaman Sea islands, limestone caves, and rich cultural and culinary heritage.
-
A.
Krabi Province
Krabi Province is a coastal region in southern Thailand known for its dramatic limestone cliffs, clear turquoise waters, and popular beach destinations such as Ao Nang and the Phi Phi Islands.
-
B.
Ninh Thuận Province
Ninh Thuận Province is a coastal province in south-central Vietnam known for its dry climate, Cham cultural heritage, and agriculture, particularly grape and sheep farming.
-
C.
Phatthalung province
Phatthalung province is a largely rural, mountainous province in southern Thailand known for its wetlands, traditional shadow-puppet theatre (Nang Talung), and rich cultural heritage.
-
D.
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.
-
E.
Ranong province
Ranong province is a coastal province in southern Thailand known for its mountainous rainforest terrain, high rainfall, and location along the Andaman Sea near the Myanmar border.
- 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_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. |
| NEDg | Description generation | batch_69c6d82753288190bb8cd18254feee2d |
completed | March 27, 2026, 7:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6d92bc2508190b0e1eaf8b46c958e |
completed | March 27, 2026, 7:23 p.m. |
Created at: March 27, 2026, 1:51 p.m.