Triple
T13047289
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Isan |
E327356
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
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.
|
E1018246
|
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: Amnat Charoen | Statement: [Isan, hasMajorCity, Amnat Charoen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amnat Charoen Context triple: [Isan, hasMajorCity, Amnat Charoen]
-
A.
Ban Bueng
Ban Bueng is a district-level town in eastern Thailand known for its agricultural surroundings and location within Chonburi Province.
-
B.
Ratchathewi
Ratchathewi is a central district of Bangkok, Thailand, known for its major transport hubs, shopping areas, and proximity to key commercial and educational zones.
-
C.
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.
-
D.
Laem Chabang
Laem Chabang is Thailand’s largest deep-sea commercial port and a major hub for maritime trade in Southeast Asia.
-
E.
Pak Nam Samut Prakan
Pak Nam Samut Prakan is a historic riverside district at the mouth of the Chao Phraya River known for its temples, markets, and role as the traditional center of Samut Prakan Province in Thailand.
- 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: Amnat Charoen Triple: [Isan, hasMajorCity, Amnat Charoen]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amnat Charoen Target entity description: 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.
-
A.
Ban Bueng
Ban Bueng is a district-level town in eastern Thailand known for its agricultural surroundings and location within Chonburi Province.
-
B.
Ratchathewi
Ratchathewi is a central district of Bangkok, Thailand, known for its major transport hubs, shopping areas, and proximity to key commercial and educational zones.
-
C.
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.
-
D.
Laem Chabang
Laem Chabang is Thailand’s largest deep-sea commercial port and a major hub for maritime trade in Southeast Asia.
-
E.
Pak Nam Samut Prakan
Pak Nam Samut Prakan is a historic riverside district at the mouth of the Chao Phraya River known for its temples, markets, and role as the traditional center of Samut Prakan Province in Thailand.
- 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_69f6cbd8f1308190992c0bd832e1b05e |
completed | May 3, 2026, 4:15 a.m. |
| NEDg | Description generation | batch_69f6cd98d29c8190b33cb2cc6c477b1d |
completed | May 3, 2026, 4:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6ce23ca208190960409130c4c52a9 |
completed | May 3, 2026, 4:25 a.m. |
Created at: April 9, 2026, 8:57 p.m.