Triple
T13047211
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northeastern Thailand |
E327355
|
entity |
| Predicate | containsProvince |
P11085
|
FINISHED |
| Object |
Amnat Charoen province
Amnat Charoen province is a largely rural administrative region in northeastern Thailand known for its agriculture, traditional Isan culture, and proximity to the Mekong River and the Lao border.
|
E1096729
|
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 province | Statement: [Northeastern Thailand, containsProvince, Amnat Charoen province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amnat Charoen province Context triple: [Northeastern Thailand, containsProvince, Amnat Charoen province]
-
A.
Chachoengsao Province
Chachoengsao Province is a central Thai province east of Bangkok, known for its fertile agricultural lands, historic temples, and location within the lower Chao Phraya River basin.
-
B.
Kamphaeng Phet province
Kamphaeng Phet province is a historic region of Thailand known for its ancient city ruins, part of the Sukhothai World Heritage complex, and its largely rural, agricultural landscape.
-
C.
Yasothon province
Yasothon province is a largely rural region of northeastern Thailand known for its rice farming and the annual Rocket Festival (Bun Bang Fai).
-
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.
Uthai Thani province
Uthai Thani province is a largely rural, mountainous province in northern Thailand known for its forested national parks, river landscapes, and traditional way of life.
- 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 province Triple: [Northeastern Thailand, containsProvince, Amnat Charoen province]
Generated description
Amnat Charoen province is a largely rural administrative region in northeastern Thailand known for its agriculture, traditional Isan culture, and proximity to the Mekong River and the Lao border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amnat Charoen province Target entity description: Amnat Charoen province is a largely rural administrative region in northeastern Thailand known for its agriculture, traditional Isan culture, and proximity to the Mekong River and the Lao border.
-
A.
Chachoengsao Province
Chachoengsao Province is a central Thai province east of Bangkok, known for its fertile agricultural lands, historic temples, and location within the lower Chao Phraya River basin.
-
B.
Kamphaeng Phet province
Kamphaeng Phet province is a historic region of Thailand known for its ancient city ruins, part of the Sukhothai World Heritage complex, and its largely rural, agricultural landscape.
-
C.
Yasothon province
Yasothon province is a largely rural region of northeastern Thailand known for its rice farming and the annual Rocket Festival (Bun Bang Fai).
-
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.
Uthai Thani province
Uthai Thani province is a largely rural, mountainous province in northern Thailand known for its forested national parks, river landscapes, and traditional way of life.
- 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_69fd54f5323c8190aa239bad461b0857 |
completed | May 8, 2026, 3:13 a.m. |
| NEDg | Description generation | batch_69fd55b6d4ec8190963e7361589efd43 |
completed | May 8, 2026, 3:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd562a3e788190925589dfc7699fe5 |
completed | May 8, 2026, 3:19 a.m. |
Created at: April 9, 2026, 8:57 p.m.