Triple
T13047215
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northeastern Thailand |
E327355
|
entity |
| Predicate | containsProvince |
P11085
|
FINISHED |
| Object |
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.
|
E1103769
|
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: Chaiyaphum province | Statement: [Northeastern Thailand, containsProvince, Chaiyaphum province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chaiyaphum province Context triple: [Northeastern Thailand, containsProvince, Chaiyaphum 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.
Phetchabun province
Phetchabun province is a largely mountainous region in north-central Thailand known for its cool climate, national parks, and agricultural production, especially cabbage and tamarind.
-
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.
Phichit Province
Phichit Province is a predominantly agricultural province in lower northern Thailand, known for its rice farming, historical temples, and association with traditional Thai folklore.
-
E.
Chainat Province
Chainat Province is a predominantly agricultural region in central Thailand, known for its rice farming, irrigation dams, and location along major Chao Phraya River basin waterways.
- 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: Chaiyaphum province Triple: [Northeastern Thailand, containsProvince, Chaiyaphum province]
Generated description
Chaiyaphum province is a largely rural region of northeastern Thailand known for its mountainous landscapes, national parks, and seasonal fields of blooming Siam tulips.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chaiyaphum province Target entity description: Chaiyaphum province is a largely rural region of northeastern Thailand known for its mountainous landscapes, national parks, and seasonal fields of blooming Siam tulips.
-
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.
Phetchabun province
Phetchabun province is a largely mountainous region in north-central Thailand known for its cool climate, national parks, and agricultural production, especially cabbage and tamarind.
-
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.
Phichit Province
Phichit Province is a predominantly agricultural province in lower northern Thailand, known for its rice farming, historical temples, and association with traditional Thai folklore.
-
E.
Chainat Province
Chainat Province is a predominantly agricultural region in central Thailand, known for its rice farming, irrigation dams, and location along major Chao Phraya River basin waterways.
- 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_69fd7a2ae47881909e0e6c23473a9e1c |
completed | May 8, 2026, 5:52 a.m. |
| NEDg | Description generation | batch_69fd7b9ffa8c81909b53143b119711d9 |
completed | May 8, 2026, 5:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd7bd58a6881908479b7608b7f1f3a |
completed | May 8, 2026, 5:59 a.m. |
Created at: April 9, 2026, 8:57 p.m.