Triple
T13047204
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northeastern Thailand |
E327355
|
entity |
| Predicate | containsProvince |
P11085
|
FINISHED |
| Object |
Kalasin province
Kalasin province is a largely rural region in northeastern Thailand known for its rice farming, traditional Isan culture, and significant dinosaur fossil sites.
|
E1085302
|
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: Kalasin province | Statement: [Northeastern Thailand, containsProvince, Kalasin province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kalasin province Context triple: [Northeastern Thailand, containsProvince, Kalasin province]
-
A.
Sa Kaeo Province
Sa Kaeo Province is an eastern Thai province bordering Cambodia, known as a key overland trade gateway and home to both agricultural plains and forested border landscapes.
-
B.
Bolikhamsai Province
Bolikhamsai Province is a central region of Laos known for its forested mountains, river valleys, and role as a key transit and hydropower area between the country’s north and south.
-
C.
Khon Kaen province
Khon Kaen province is a major administrative and economic hub in northeastern Thailand, known for its universities, agriculture, and growing industrial development.
-
D.
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.
-
E.
Buriram Province
Buriram Province is a northeastern region of Thailand known for its rich Khmer heritage, historical temples, and passionate football culture.
- 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: Kalasin province Triple: [Northeastern Thailand, containsProvince, Kalasin province]
Generated description
Kalasin province is a largely rural region in northeastern Thailand known for its rice farming, traditional Isan culture, and significant dinosaur fossil sites.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kalasin province Target entity description: Kalasin province is a largely rural region in northeastern Thailand known for its rice farming, traditional Isan culture, and significant dinosaur fossil sites.
-
A.
Sa Kaeo Province
Sa Kaeo Province is an eastern Thai province bordering Cambodia, known as a key overland trade gateway and home to both agricultural plains and forested border landscapes.
-
B.
Bolikhamsai Province
Bolikhamsai Province is a central region of Laos known for its forested mountains, river valleys, and role as a key transit and hydropower area between the country’s north and south.
-
C.
Khon Kaen province
Khon Kaen province is a major administrative and economic hub in northeastern Thailand, known for its universities, agriculture, and growing industrial development.
-
D.
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.
-
E.
Buriram Province
Buriram Province is a northeastern region of Thailand known for its rich Khmer heritage, historical temples, and passionate football culture.
- 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_69d8076e64308190904fb5c93517c901 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d9805125e481908ed56f708de98a9e |
completed | April 10, 2026, 10:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd19226eb881908f76134a04e72548 |
completed | May 7, 2026, 10:58 p.m. |
| NEDg | Description generation | batch_69fd1bdca600819081ee087a071f7684 |
completed | May 7, 2026, 11:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd1cb6d2b88190a5976197144277f6 |
completed | May 7, 2026, 11:13 p.m. |
Created at: April 9, 2026, 8:57 p.m.