Triple
T7506523
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chumphon province |
E177403
|
entity |
| Predicate | hasMajorHighway |
P385
|
FINISHED |
| Object | Thailand Route 4 |
E605457
|
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: Thailand Route 4 | Statement: [Chumphon province, hasMajorHighway, Thailand Route 4]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thailand Route 4 Context triple: [Chumphon province, hasMajorHighway, Thailand Route 4]
-
A.
Thai Route 12
Thai Route 12 is a major east–west highway in Thailand that spans the country from the Myanmar border near Mae Sot to the Laotian border, serving as an important transnational transport corridor.
-
B.
Highway 4 (Phetkasem Road)
chosen
Highway 4 (Phetkasem Road) is one of Thailand’s major national highways, running from Bangkok down the western and southern regions of the country and serving as a key route to numerous southern provinces.
-
C.
Don Mueang Tollway
Don Mueang Tollway is an elevated expressway in Bangkok that provides a major road link between central Bangkok and Don Mueang International Airport.
-
D.
Rang Nam Road
Rang Nam Road is a busy commercial street in Bangkok, Thailand, known for its restaurants, shops, and proximity to Victory Monument.
-
E.
Asian Highway 1
Asian Highway 1 is a major transcontinental route in the Asian Highway Network that runs from Tokyo, Japan, through multiple Asian countries to the border of Turkey and Bulgaria, facilitating international road transport and trade.
- 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_69c69f276b108190af2cc790b6554544 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f5b76a288190bb3608a5e3bfa212 |
completed | March 27, 2026, 9:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83ca243288190bb253f4d91701407 |
completed | March 28, 2026, 8:40 p.m. |
Created at: March 27, 2026, 3:45 p.m.