Triple
T8705108
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | G4 Beijing–Hong Kong–Macau Expressway |
E206628
|
entity |
| Predicate | hasJunctionWith |
P1018
|
FINISHED |
| Object |
G5 Beijing–Kunming Expressway
The G5 Beijing–Kunming Expressway is a major north–south Chinese national expressway connecting the capital Beijing with the southwestern city of Kunming, traversing multiple provinces along its route.
|
E754912
|
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: G5 Beijing–Kunming Expressway | Statement: [G4 Beijing–Hong Kong–Macau Expressway, hasJunctionWith, G5 Beijing–Kunming Expressway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: G5 Beijing–Kunming Expressway Context triple: [G4 Beijing–Hong Kong–Macau Expressway, hasJunctionWith, G5 Beijing–Kunming Expressway]
-
A.
G2 Beijing–Shanghai Expressway
The G2 Beijing–Shanghai Expressway is a major north–south Chinese expressway connecting the capital Beijing with the economic hub Shanghai, serving as one of the country’s most important transportation corridors.
-
B.
G85 Yinchuan–Kunming Expressway
The G85 Yinchuan–Kunming Expressway is a major north–south Chinese expressway that runs from Yinchuan in Ningxia to Kunming in Yunnan, forming part of the national expressway network and linking multiple provincial capitals and key cities along its route.
-
C.
G3 Beijing–Taipei Expressway
The G3 Beijing–Taipei Expressway is a major Chinese national expressway intended to connect Beijing with the Taiwan region via coastal provinces along the country’s eastern corridor.
-
D.
G60 Shanghai–Kunming Expressway
The G60 Shanghai–Kunming Expressway is a major east–west Chinese national expressway connecting the metropolis of Shanghai with the southwestern city of Kunming, traversing multiple provinces across the country.
-
E.
G30 Lianyungang–Khorgas Expressway
The G30 Lianyungang–Khorgas Expressway is a major east–west Chinese national expressway that spans the country from the coastal city of Lianyungang in Jiangsu Province to the border town of Khorgas in Xinjiang, forming a key corridor for domestic and international trade.
- 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: G5 Beijing–Kunming Expressway Triple: [G4 Beijing–Hong Kong–Macau Expressway, hasJunctionWith, G5 Beijing–Kunming Expressway]
Generated description
The G5 Beijing–Kunming Expressway is a major north–south Chinese national expressway connecting the capital Beijing with the southwestern city of Kunming, traversing multiple provinces along its route.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: G5 Beijing–Kunming Expressway Target entity description: The G5 Beijing–Kunming Expressway is a major north–south Chinese national expressway connecting the capital Beijing with the southwestern city of Kunming, traversing multiple provinces along its route.
-
A.
G2 Beijing–Shanghai Expressway
The G2 Beijing–Shanghai Expressway is a major north–south Chinese expressway connecting the capital Beijing with the economic hub Shanghai, serving as one of the country’s most important transportation corridors.
-
B.
G85 Yinchuan–Kunming Expressway
The G85 Yinchuan–Kunming Expressway is a major north–south Chinese expressway that runs from Yinchuan in Ningxia to Kunming in Yunnan, forming part of the national expressway network and linking multiple provincial capitals and key cities along its route.
-
C.
G3 Beijing–Taipei Expressway
The G3 Beijing–Taipei Expressway is a major Chinese national expressway intended to connect Beijing with the Taiwan region via coastal provinces along the country’s eastern corridor.
-
D.
G60 Shanghai–Kunming Expressway
The G60 Shanghai–Kunming Expressway is a major east–west Chinese national expressway connecting the metropolis of Shanghai with the southwestern city of Kunming, traversing multiple provinces across the country.
-
E.
G30 Lianyungang–Khorgas Expressway
The G30 Lianyungang–Khorgas Expressway is a major east–west Chinese national expressway that spans the country from the coastal city of Lianyungang in Jiangsu Province to the border town of Khorgas in Xinjiang, forming a key corridor for domestic and international trade.
- 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_69ca835645e881908f00e3c8b51da81d |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc58fb43f081909df5d1e31cb1ec04 |
completed | March 31, 2026, 11:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf4287aa048190ba0263623d02b2ef |
completed | April 3, 2026, 4:31 a.m. |
| NEDg | Description generation | batch_69cf44e9b154819091864c7dbc8edbfb |
completed | April 3, 2026, 4:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf4578473081909fc55632c366a56a |
completed | April 3, 2026, 4:43 a.m. |
Created at: March 30, 2026, 6:34 p.m.