Triple
T13087607
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kwai Tsing District |
E310376
|
entity |
| Predicate | hasTransportInfrastructure |
P2560
|
FINISHED |
| Object |
Kwai Chung Road
Kwai Chung Road is a major arterial roadway in Hong Kong that connects the Kwai Tsing area with other key parts of the city and supports heavy commuter and freight traffic.
|
E1027516
|
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: Kwai Chung Road | Statement: [Kwai Tsing District, hasTransportInfrastructure, Kwai Chung Road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kwai Chung Road Context triple: [Kwai Tsing District, hasTransportInfrastructure, Kwai Chung Road]
-
A.
Lung Cheung Road
Lung Cheung Road is a major thoroughfare in Kowloon, Hong Kong, running through areas such as Wong Tai Sin and serving as an important east–west traffic corridor.
-
B.
Ngam Wong Wan Road
Ngam Wong Wan Road is a major thoroughfare in the Bangkok metropolitan area, serving as an important connector between key districts and intersecting several primary highways and urban routes.
-
C.
Sha Tau Kok Road
Sha Tau Kok Road is a major roadway in Hong Kong’s New Territories that connects the town of Fanling to the border area of Sha Tau Kok.
-
D.
Tsing Yi Road
Tsing Yi Road is a major roadway in Hong Kong that runs across Tsing Yi Island, connecting key residential and industrial areas to the wider urban transport network.
-
E.
Queen Mary Road
Queen Mary Road is a major commercial and residential thoroughfare in Montreal, Quebec, known for linking the Côte-des-Neiges area with surrounding neighborhoods and providing access to key institutions and services.
- 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: Kwai Chung Road Triple: [Kwai Tsing District, hasTransportInfrastructure, Kwai Chung Road]
Generated description
Kwai Chung Road is a major arterial roadway in Hong Kong that connects the Kwai Tsing area with other key parts of the city and supports heavy commuter and freight traffic.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kwai Chung Road Target entity description: Kwai Chung Road is a major arterial roadway in Hong Kong that connects the Kwai Tsing area with other key parts of the city and supports heavy commuter and freight traffic.
-
A.
Lung Cheung Road
Lung Cheung Road is a major thoroughfare in Kowloon, Hong Kong, running through areas such as Wong Tai Sin and serving as an important east–west traffic corridor.
-
B.
Ngam Wong Wan Road
Ngam Wong Wan Road is a major thoroughfare in the Bangkok metropolitan area, serving as an important connector between key districts and intersecting several primary highways and urban routes.
-
C.
Sha Tau Kok Road
Sha Tau Kok Road is a major roadway in Hong Kong’s New Territories that connects the town of Fanling to the border area of Sha Tau Kok.
-
D.
Tsing Yi Road
Tsing Yi Road is a major roadway in Hong Kong that runs across Tsing Yi Island, connecting key residential and industrial areas to the wider urban transport network.
-
E.
Queen Mary Road
Queen Mary Road is a major commercial and residential thoroughfare in Montreal, Quebec, known for linking the Côte-des-Neiges area with surrounding neighborhoods and providing access to key institutions and services.
- 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_69d806a733548190989cfd4ce981ca33 |
completed | April 9, 2026, 8:05 p.m. |
| NER | Named-entity recognition | batch_69d981378dd08190b4f00e4e5df0e480 |
completed | April 10, 2026, 11:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6f5cafd6c81908cb16bc0129ae74e |
completed | May 3, 2026, 7:14 a.m. |
| NEDg | Description generation | batch_69f6f8df46508190b31ee0f5272df05f |
completed | May 3, 2026, 7:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6fa323f288190909492ce610007a4 |
completed | May 3, 2026, 7:33 a.m. |
Created at: April 9, 2026, 9:02 p.m.