Triple
T13047214
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northeastern Thailand |
E327355
|
entity |
| Predicate | containsProvince |
P11085
|
FINISHED |
| Object |
Nong Bua Lamphu province
Nong Bua Lamphu province is a small, landlocked province in northeastern Thailand known for its rural landscapes, agriculture, and historical and natural attractions.
|
E1102011
|
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: Nong Bua Lamphu province | Statement: [Northeastern Thailand, containsProvince, Nong Bua Lamphu province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nong Bua Lamphu province Context triple: [Northeastern Thailand, containsProvince, Nong Bua Lamphu province]
-
A.
Bueng Kan province
Bueng Kan province is a relatively new and sparsely populated province in far northeastern Thailand, known for its Mekong River scenery and natural attractions near the Lao border.
-
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.
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.
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).
-
E.
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.
- 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: Nong Bua Lamphu province Triple: [Northeastern Thailand, containsProvince, Nong Bua Lamphu province]
Generated description
Nong Bua Lamphu province is a small, landlocked province in northeastern Thailand known for its rural landscapes, agriculture, and historical and natural attractions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nong Bua Lamphu province Target entity description: Nong Bua Lamphu province is a small, landlocked province in northeastern Thailand known for its rural landscapes, agriculture, and historical and natural attractions.
-
A.
Bueng Kan province
Bueng Kan province is a relatively new and sparsely populated province in far northeastern Thailand, known for its Mekong River scenery and natural attractions near the Lao border.
-
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.
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.
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).
-
E.
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.
- 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_69fd6d6fde508190865a8e3e391fdf5e |
completed | May 8, 2026, 4:58 a.m. |
| NEDg | Description generation | batch_69fd6f53e9e08190b471e1698390f0c8 |
completed | May 8, 2026, 5:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd6fd126a881908baef34c1c013fe1 |
completed | May 8, 2026, 5:08 a.m. |
Created at: April 9, 2026, 8:57 p.m.