Triple
T13047410
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northeastern railway line of Thailand |
E327358
|
entity |
| Predicate | connectsRegion |
P845
|
FINISHED |
| Object | Northeastern Thailand (Isan) |
E327355
|
NE FINISHED |
How this triple was built (2 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: Northeastern Thailand (Isan) | Statement: [Northeastern railway line of Thailand, connectsRegion, Northeastern Thailand (Isan)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northeastern Thailand (Isan) Context triple: [Northeastern railway line of Thailand, connectsRegion, Northeastern Thailand (Isan)]
-
A.
Northeastern Thailand
chosen
Northeastern Thailand is a largely rural, culturally distinct region of Thailand known for its Isan culture, cuisine, and plateau landscape bordering Laos and Cambodia.
-
B.
Western Thailand
Western Thailand is a geographic region of Thailand along the border with Myanmar, known for its mountainous terrain, border towns, and diverse ethnic communities.
-
C.
Lao–Isan cultural area
The Lao–Isan cultural area is a historical region in northeastern Thailand characterized by Lao-influenced language, traditions, and cultural practices distinct from central Thai culture.
-
D.
southern Thailand
Southern Thailand is the culturally diverse, predominantly Malay-influenced southern region of Thailand, known for its tropical coasts, Islamic heritage, and proximity to Malaysia.
-
E.
northern Thailand
Northern Thailand is a mountainous, culturally rich region of Thailand known for its cooler climate, historic cities, and strong Lanna heritage.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_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_69f6cbd8f1308190992c0bd832e1b05e |
completed | May 3, 2026, 4:15 a.m. |
Created at: April 9, 2026, 8:57 p.m.