Triple
T19051991
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prachuap Khiri Khan |
E466282
|
entity |
| Predicate | hasRoadConnection |
P385
|
FINISHED |
| Object | Phetkasem Road (Thailand Route 4) |
E671215
|
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: Phetkasem Road (Thailand Route 4) | Statement: [Prachuap Khiri Khan, hasRoadConnection, Phetkasem Road (Thailand Route 4)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phetkasem Road (Thailand Route 4) Context triple: [Prachuap Khiri Khan, hasRoadConnection, Phetkasem Road (Thailand Route 4)]
-
A.
Highway 4 (Phetkasem Road)
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.
-
B.
Phetkasem Road
chosen
Phetkasem Road is one of Thailand’s longest and most important highways, running from Bangkok through numerous southern provinces toward the Malaysian border.
-
C.
Phetchaburi Road
Phetchaburi Road is a major thoroughfare in central Bangkok, Thailand, known for its dense commercial areas, shopping centers, and heavy traffic.
-
D.
Na Phra Lan Road
Na Phra Lan Road is a historic street in Bangkok’s Rattanakosin Island area, running alongside the Grand Palace and key royal and ceremonial sites.
-
E.
Thalang Road
Thalang Road is a historic street in Phuket’s Old Town known for its colorful Sino-Portuguese shophouses, local eateries, and vibrant cultural atmosphere.
- 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_69d8dd040fb881909af2a964f65ad208 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5dc031ff881908e8c68c7aaff3733 |
completed | April 20, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05c553eaf481909a8e07efec1f58c5 |
completed | May 14, 2026, 12:51 p.m. |
Created at: April 10, 2026, 12:03 p.m.