Triple
T2390228
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chao Phraya River |
E48923
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object |
Nakhon Sawan Province
Nakhon Sawan Province is a central Thai province known as a key regional hub where major rivers converge and agriculture and trade are prominent.
|
E264126
|
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 Sawan Province | Statement: [Chao Phraya River, flowsThrough, Nakhon Sawan Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nakhon Sawan Province Context triple: [Chao Phraya River, flowsThrough, Nakhon Sawan 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.
Ranong province
Ranong province is a coastal province in southern Thailand known for its mountainous rainforest terrain, high rainfall, and location along the Andaman Sea near the Myanmar border.
-
C.
Chonburi Province
Chonburi Province is a coastal region in eastern Thailand known for its major tourist destinations, industrial zones, and proximity to Bangkok.
-
D.
Mae Hong Son Province
Mae Hong Son Province is a mountainous, remote region in northern Thailand known for its significant Karen population, misty landscapes, and forested border with Myanmar.
-
E.
Nakhon Si Thammarat
Nakhon Si Thammarat is a historic coastal city in southern Thailand known for its ancient temples, particularly Wat Phra Mahathat, and its role as a regional cultural and economic center.
- 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 Sawan Province Triple: [Chao Phraya River, flowsThrough, Nakhon Sawan Province]
Generated description
Nakhon Sawan Province is a central Thai province known as a key regional hub where major rivers converge and agriculture and trade are prominent.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nakhon Sawan Province Target entity description: Nakhon Sawan Province is a central Thai province known as a key regional hub where major rivers converge and agriculture and trade are prominent.
-
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.
Ranong province
Ranong province is a coastal province in southern Thailand known for its mountainous rainforest terrain, high rainfall, and location along the Andaman Sea near the Myanmar border.
-
C.
Chonburi Province
Chonburi Province is a coastal region in eastern Thailand known for its major tourist destinations, industrial zones, and proximity to Bangkok.
-
D.
Mae Hong Son Province
Mae Hong Son Province is a mountainous, remote region in northern Thailand known for its significant Karen population, misty landscapes, and forested border with Myanmar.
-
E.
Nakhon Si Thammarat
Nakhon Si Thammarat is a historic coastal city in southern Thailand known for its ancient temples, particularly Wat Phra Mahathat, and its role as a regional cultural and economic center.
- 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_69a88aa5f63081908d07fd302029fcbd |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc7de1478819082238e8b8f88ed06 |
completed | March 7, 2026, 6:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aeb3d4f0608190bcc77a67fa85b963 |
completed | March 9, 2026, 11:49 a.m. |
| NEDg | Description generation | batch_69aeb79b249c8190818bc4daf9eebd2a |
completed | March 9, 2026, 12:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeb843b8e88190b5e4417a64ce8f49 |
completed | March 9, 2026, 12:08 p.m. |
Created at: March 4, 2026, 7:57 p.m.