Triple
T7801411
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U-Tapao–Rayong–Pattaya International Airport |
E180440
|
entity |
| Predicate | transportConnection |
P1298
|
FINISHED |
| Object |
Highway 3 Sukhumvit Road
Highway 3 Sukhumvit Road is a major coastal highway in Thailand that runs through Bangkok and key eastern seaboard cities, serving as an important route for regional travel and commerce.
|
E694220
|
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: Highway 3 Sukhumvit Road | Statement: [U-Tapao–Rayong–Pattaya International Airport, transportConnection, Highway 3 Sukhumvit Road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Highway 3 Sukhumvit Road Context triple: [U-Tapao–Rayong–Pattaya International Airport, transportConnection, Highway 3 Sukhumvit Road]
-
A.
Vibhavadi Rangsit Road
Vibhavadi Rangsit Road is a major highway in Bangkok, Thailand, serving as a key arterial route connecting the city center with its northern suburbs and important transport hubs.
-
B.
Phahon Yothin Road
Phahon Yothin Road is one of Bangkok’s major arterial roads, running north from the city center and serving as a key commercial and transportation corridor.
-
C.
Phetkasem Road
Phetkasem Road is one of Thailand’s longest and most important highways, running from Bangkok through numerous southern provinces toward the Malaysian border.
-
D.
Ratchadamnoen Avenue
Ratchadamnoen Avenue is a major ceremonial boulevard in Bangkok, Thailand, known for its historic architecture, political significance, and frequent role as a site of public demonstrations.
-
E.
Rang Nam Road
Rang Nam Road is a busy commercial street in Bangkok, Thailand, known for its restaurants, shops, and proximity to Victory Monument.
- 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: Highway 3 Sukhumvit Road Triple: [U-Tapao–Rayong–Pattaya International Airport, transportConnection, Highway 3 Sukhumvit Road]
Generated description
Highway 3 Sukhumvit Road is a major coastal highway in Thailand that runs through Bangkok and key eastern seaboard cities, serving as an important route for regional travel and commerce.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Highway 3 Sukhumvit Road Target entity description: Highway 3 Sukhumvit Road is a major coastal highway in Thailand that runs through Bangkok and key eastern seaboard cities, serving as an important route for regional travel and commerce.
-
A.
Vibhavadi Rangsit Road
Vibhavadi Rangsit Road is a major highway in Bangkok, Thailand, serving as a key arterial route connecting the city center with its northern suburbs and important transport hubs.
-
B.
Phahon Yothin Road
Phahon Yothin Road is one of Bangkok’s major arterial roads, running north from the city center and serving as a key commercial and transportation corridor.
-
C.
Phetkasem Road
Phetkasem Road is one of Thailand’s longest and most important highways, running from Bangkok through numerous southern provinces toward the Malaysian border.
-
D.
Ratchadamnoen Avenue
Ratchadamnoen Avenue is a major ceremonial boulevard in Bangkok, Thailand, known for its historic architecture, political significance, and frequent role as a site of public demonstrations.
-
E.
Rang Nam Road
Rang Nam Road is a busy commercial street in Bangkok, Thailand, known for its restaurants, shops, and proximity to Victory Monument.
- 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_69ca827e50cc8190a92a733577184938 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cae98765c48190b325eee67bd663fc |
completed | March 30, 2026, 9:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb142ba7788190a352a27cd57d1fdc |
completed | March 31, 2026, 12:24 a.m. |
| NEDg | Description generation | batch_69cb1730900c8190bc0322c4b6a3772f |
completed | March 31, 2026, 12:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb1a3e6da08190bf4f82b59db41333 |
completed | March 31, 2026, 12:50 a.m. |
Created at: March 30, 2026, 4:33 p.m.