Triple
T21942344
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khammouane Province |
E541851
|
entity |
| Predicate | crossBorderRelationWith |
P105151
|
FINISHED |
| Object | Nakhon Phanom Province |
—
|
NE NERFINISHED |
How this triple was built (3 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: [Khammouane Province, crossBorderRelationWith, Nakhon Phanom Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nakhon Phanom Province Context triple: [Khammouane Province, crossBorderRelationWith, Nakhon Phanom Province]
-
A.
Nakhon Phanom province
chosen
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.
-
B.
Udomxai Province
Udomxai Province is a mountainous, ethnically diverse province in northern Laos known as a regional transport hub and gateway to the country’s remote northwest.
-
C.
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.
-
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.
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: crossBorderRelationWith Context triple: [Khammouane Province, crossBorderRelationWith, Nakhon Phanom Province]
-
A.
crossBorderLinks
chosen
Indicates connections or interactions that extend across or link entities in different geographic or political jurisdictions.
-
B.
crossBorderRegion
Indicates a region that spans or intersects the boundary between two or more distinct territorial or jurisdictional areas.
-
C.
crossBorderPartner
Indicates a partnership relationship between entities that operate across national or jurisdictional borders.
-
D.
crossBorderPresence
Indicates that an entity maintains operations, activities, or influence that extend across national or jurisdictional borders.
-
E.
isCrossBorder
Indicates that the relationship or action involves entities located in or spanning across different national or jurisdictional boundaries.
- F. None of above.
Provenance (3 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_69e0c47e2e5c81909a7f74ce3de50911 |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f1242345dc8190aa6ddf61cf864e2d |
completed | April 28, 2026, 9:18 p.m. |
| PD | Predicate disambiguation | batch_69e6f5efc208819091ed2cf6841fa600 |
completed | April 21, 2026, 3:58 a.m. |
Created at: April 16, 2026, 7:56 p.m.