Triple
T2257196
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vientiane |
E49753
|
entity |
| Predicate | roadNetworkPartOf |
P36772
|
FINISHED |
| Object |
Asian Highway Network
The Asian Highway Network is a cooperative international road system spanning numerous countries across Asia to improve regional connectivity and promote trade and travel.
|
E246573
|
NE FINISHED |
How this triple was built (5 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: Asian Highway Network | Statement: [Vientiane, roadNetworkPartOf, Asian Highway Network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Asian Highway Network Context triple: [Vientiane, roadNetworkPartOf, Asian Highway Network]
-
A.
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.
-
B.
Maju Expressway
Maju Expressway is a major Malaysian highway that provides a fast, direct route between Kuala Lumpur and the administrative capital Putrajaya.
-
C.
Kukum Highway
Kukum Highway is a major roadway in Honiara, the capital city of the Solomon Islands, serving as one of its primary transport arteries.
-
D.
Inter-American Highway
The Inter-American Highway is a major network of roads in Central America that forms a key segment of the larger Pan-American Highway system, connecting the United States–Mexico border to Panama.
-
E.
Araniko Highway
Araniko Highway is a major roadway in Nepal that links Kathmandu with the Chinese border, serving as an important trade and transit route between the two countries.
- 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: Asian Highway Network Triple: [Vientiane, roadNetworkPartOf, Asian Highway Network]
Generated description
The Asian Highway Network is a cooperative international road system spanning numerous countries across Asia to improve regional connectivity and promote trade and travel.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Asian Highway Network Target entity description: The Asian Highway Network is a cooperative international road system spanning numerous countries across Asia to improve regional connectivity and promote trade and travel.
-
A.
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.
-
B.
Maju Expressway
Maju Expressway is a major Malaysian highway that provides a fast, direct route between Kuala Lumpur and the administrative capital Putrajaya.
-
C.
Kukum Highway
Kukum Highway is a major roadway in Honiara, the capital city of the Solomon Islands, serving as one of its primary transport arteries.
-
D.
Inter-American Highway
The Inter-American Highway is a major network of roads in Central America that forms a key segment of the larger Pan-American Highway system, connecting the United States–Mexico border to Panama.
-
E.
Araniko Highway
Araniko Highway is a major roadway in Nepal that links Kathmandu with the Chinese border, serving as an important trade and transit route between the two countries.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: roadNetworkPartOf Context triple: [Vientiane, roadNetworkPartOf, Asian Highway Network]
-
A.
roadSystem
Indicates a relationship where multiple roads are organized and connected as part of a larger, integrated transportation network or infrastructure.
-
B.
roadServed
Indicates that a road is provided with necessary services or infrastructure support by a responsible entity.
-
C.
roadFeature
Indicates that an entity is a specific physical or functional characteristic associated with a road, such as its structure, markings, or related infrastructure.
-
D.
roadNetworkHubOf
Indicates that one location functions as a central node or hub within the road network relative to another location or area.
-
E.
roadJunctionIncludes
Indicates that a road junction spatially contains or encompasses a specific road segment or related roadway element as part of its structure.
- F. None of above. chosen
Provenance (7 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_69a88aaa9250819095e127d0d77e8a32 |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc1570dc88190bb2b17ed4c25dbb5 |
completed | March 7, 2026, 6:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6b2229288190a7da9025dc394e67 |
completed | March 9, 2026, 6:39 a.m. |
| NEDg | Description generation | batch_69ae6b5814f88190b6ff9d586d2b6351 |
completed | March 9, 2026, 6:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6befcf4081909e1ee5d18abea357 |
completed | March 9, 2026, 6:42 a.m. |
| PD | Predicate disambiguation | batch_69abbdb34c148190b51e99f540f97204 |
completed | March 7, 2026, 5:54 a.m. |
| PDg | Predicate description generation | batch_69abbe86dbcc81908c72793af8fe2a4d |
completed | March 7, 2026, 5:58 a.m. |
Created at: March 4, 2026, 7:47 p.m.