Triple
T13047294
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Isan |
E327356
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
Bueng Kan
Bueng Kan is a northeastern Thai city known as the capital of Bueng Kan Province, situated along the Mekong River near the border with Laos.
|
E1025545
|
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: Bueng Kan | Statement: [Isan, hasMajorCity, Bueng Kan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bueng Kan Context triple: [Isan, hasMajorCity, Bueng Kan]
-
A.
Ban Bueng
Ban Bueng is a district-level town in eastern Thailand known for its agricultural surroundings and location within Chonburi Province.
-
B.
U Thong
U Thong is an ancient town in central Thailand recognized as one of the earliest centers of the Dvaravati culture and an important archaeological site for early Thai history and Buddhism.
-
C.
Wiang Kum Kam
Wiang Kum Kam is an ancient riverside settlement and former capital near present-day Chiang Mai in northern Thailand, known for its historic temples and archaeological remains from the Lanna Kingdom.
-
D.
Amnat Charoen
Amnat Charoen is a provincial capital city in northeastern Thailand known for its rural landscape, Buddhist temples, and role as an administrative and commercial center for the surrounding agricultural region.
-
E.
Laem Chabang
Laem Chabang is Thailand’s largest deep-sea commercial port and a major hub for maritime trade in Southeast Asia.
- 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: Bueng Kan Triple: [Isan, hasMajorCity, Bueng Kan]
Generated description
Bueng Kan is a northeastern Thai city known as the capital of Bueng Kan Province, situated along the Mekong River near the border with Laos.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bueng Kan Target entity description: Bueng Kan is a northeastern Thai city known as the capital of Bueng Kan Province, situated along the Mekong River near the border with Laos.
-
A.
Ban Bueng
Ban Bueng is a district-level town in eastern Thailand known for its agricultural surroundings and location within Chonburi Province.
-
B.
U Thong
U Thong is an ancient town in central Thailand recognized as one of the earliest centers of the Dvaravati culture and an important archaeological site for early Thai history and Buddhism.
-
C.
Wiang Kum Kam
Wiang Kum Kam is an ancient riverside settlement and former capital near present-day Chiang Mai in northern Thailand, known for its historic temples and archaeological remains from the Lanna Kingdom.
-
D.
Amnat Charoen
Amnat Charoen is a provincial capital city in northeastern Thailand known for its rural landscape, Buddhist temples, and role as an administrative and commercial center for the surrounding agricultural region.
-
E.
Laem Chabang
Laem Chabang is Thailand’s largest deep-sea commercial port and a major hub for maritime trade in Southeast Asia.
- 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_69f6ead25b7c8190af2ccf26b44c2ea2 |
completed | May 3, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69f6f18100148190bdb501b21d37e6af |
completed | May 3, 2026, 6:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6f25118508190a35d88cfbdfd77ec |
completed | May 3, 2026, 6:59 a.m. |
Created at: April 9, 2026, 8:57 p.m.