Triple
T13047217
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northeastern Thailand |
E327355
|
entity |
| Predicate | containsProvince |
P11085
|
FINISHED |
| Object |
Nakhon Phanom province
Nakhon Phanom province is a largely rural Thai province along the Mekong River, known for its scenic riverfront, diverse ethnic cultures, and historical significance as a former Indochina border outpost.
|
E1109083
|
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: Nakhon Phanom province | Statement: [Northeastern Thailand, containsProvince, Nakhon Phanom province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nakhon Phanom province Context triple: [Northeastern Thailand, containsProvince, Nakhon Phanom province]
-
A.
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.
-
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.
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.
-
D.
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.
-
E.
Chaiyaphum province
Chaiyaphum province is a largely rural region of northeastern Thailand known for its mountainous landscapes, national parks, and seasonal fields of blooming Siam tulips.
- 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: Nakhon Phanom province Triple: [Northeastern Thailand, containsProvince, Nakhon Phanom province]
Generated description
Nakhon Phanom province is a largely rural Thai province along the Mekong River, known for its scenic riverfront, diverse ethnic cultures, and historical significance as a former Indochina border outpost.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nakhon Phanom province Target entity description: Nakhon Phanom province is a largely rural Thai province along the Mekong River, known for its scenic riverfront, diverse ethnic cultures, and historical significance as a former Indochina border outpost.
-
A.
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.
-
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.
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.
-
D.
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.
-
E.
Chaiyaphum province
Chaiyaphum province is a largely rural region of northeastern Thailand known for its mountainous landscapes, national parks, and seasonal fields of blooming Siam tulips.
- 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_69fd9495b9748190905b02621939b326 |
completed | May 8, 2026, 7:45 a.m. |
| NEDg | Description generation | batch_69fd9619f33881908e8d95ef09256d34 |
completed | May 8, 2026, 7:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd96e97ec48190aae9b25ce7154802 |
completed | May 8, 2026, 7:55 a.m. |
Created at: April 9, 2026, 8:57 p.m.