Triple
T1109902
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liuzhou |
E25569
|
entity |
| Predicate | traversedByExpressway |
P385
|
FINISHED |
| Object |
G75 Lanzhou–Haikou Expressway
The G75 Lanzhou–Haikou Expressway is a major north–south Chinese expressway connecting the inland city of Lanzhou in Gansu Province with the southern coastal city of Haikou on Hainan Island.
|
E127960
|
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: G75 Lanzhou–Haikou Expressway | Statement: [Liuzhou, traversedByExpressway, G75 Lanzhou–Haikou Expressway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: G75 Lanzhou–Haikou Expressway Context triple: [Liuzhou, traversedByExpressway, G75 Lanzhou–Haikou Expressway]
-
A.
G72 Quanzhou–Nanning Expressway
The G72 Quanzhou–Nanning Expressway is a major east–west Chinese national expressway connecting the coastal city of Quanzhou in Fujian Province with Nanning, the capital of Guangxi, and serving key inland cities along its route.
-
B.
China National Highway 107
China National Highway 107 is a major north–south trunk road in China that connects Beijing with Shenzhen, passing through several key cities and regions along its route.
-
C.
China National Highway 106
China National Highway 106 is a major north–south trunk road in China that connects Beijing with Guangzhou, passing through several key provinces and cities along its route.
-
D.
Beijing–Guangzhou Railway
The Beijing–Guangzhou Railway is one of China’s longest and most important north–south trunk rail lines, connecting the capital Beijing with the major southern metropolis of Guangzhou and serving numerous key cities along its route.
-
E.
Shanghai–Wuhan–Chengdu High-Speed Railway
The Shanghai–Wuhan–Chengdu High-Speed Railway is a major east–west high-speed rail corridor in China that links the coastal metropolis of Shanghai with central and western hubs including Wuhan and Chengdu.
- 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: G75 Lanzhou–Haikou Expressway Triple: [Liuzhou, traversedByExpressway, G75 Lanzhou–Haikou Expressway]
Generated description
The G75 Lanzhou–Haikou Expressway is a major north–south Chinese expressway connecting the inland city of Lanzhou in Gansu Province with the southern coastal city of Haikou on Hainan Island.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: G75 Lanzhou–Haikou Expressway Target entity description: The G75 Lanzhou–Haikou Expressway is a major north–south Chinese expressway connecting the inland city of Lanzhou in Gansu Province with the southern coastal city of Haikou on Hainan Island.
-
A.
G72 Quanzhou–Nanning Expressway
The G72 Quanzhou–Nanning Expressway is a major east–west Chinese national expressway connecting the coastal city of Quanzhou in Fujian Province with Nanning, the capital of Guangxi, and serving key inland cities along its route.
-
B.
China National Highway 107
China National Highway 107 is a major north–south trunk road in China that connects Beijing with Shenzhen, passing through several key cities and regions along its route.
-
C.
China National Highway 106
China National Highway 106 is a major north–south trunk road in China that connects Beijing with Guangzhou, passing through several key provinces and cities along its route.
-
D.
Beijing–Guangzhou Railway
The Beijing–Guangzhou Railway is one of China’s longest and most important north–south trunk rail lines, connecting the capital Beijing with the major southern metropolis of Guangzhou and serving numerous key cities along its route.
-
E.
Shanghai–Wuhan–Chengdu High-Speed Railway
The Shanghai–Wuhan–Chengdu High-Speed Railway is a major east–west high-speed rail corridor in China that links the coastal metropolis of Shanghai with central and western hubs including Wuhan and Chengdu.
- 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_69a49428d4448190b3b36991ceae87ce |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bb75eec08190b1d6545e96816d34 |
completed | March 1, 2026, 10:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac53935d108190955343cd1d3716b0 |
completed | March 7, 2026, 4:34 p.m. |
| NEDg | Description generation | batch_69ac5436b8688190b9d13a6920a218f6 |
completed | March 7, 2026, 4:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac548b363881908de3588d34c4960c |
completed | March 7, 2026, 4:38 p.m. |
Created at: March 1, 2026, 7:43 p.m.