Triple
T15474671
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | China National Highway Network |
E376753
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
G-Highways
G-Highways refers to the numbered national trunk highway system that forms the backbone of China’s long-distance road transportation network.
|
E1159283
|
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: G-Highways | Statement: [China National Highway Network, abbreviation, G-Highways]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: G-Highways Context triple: [China National Highway Network, abbreviation, G-Highways]
-
A.
M-highway
An M-highway is a major class of motorway in certain countries, typically designed for high-speed, long-distance vehicular traffic with controlled access.
-
B.
Motorway 7
Motorway 7 is a major controlled-access highway in Thailand that links Bangkok with key eastern regions, including Chonburi Province and the coastal city of Pattaya.
-
C.
National Highways
National Highways is the UK government-owned company responsible for operating, maintaining, and improving England’s motorways and major A-roads.
-
D.
GC-1 motorway
The GC-1 motorway is a major highway on Gran Canaria that links the island’s capital Las Palmas with key southern tourist areas including Playa del Inglés and Maspalomas.
-
E.
SH8 highway
The SH8 highway is a scenic coastal road in southern Albania that connects several Riviera towns along the Ionian Sea.
- 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: G-Highways Triple: [China National Highway Network, abbreviation, G-Highways]
Generated description
G-Highways refers to the numbered national trunk highway system that forms the backbone of China’s long-distance road transportation network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: G-Highways Target entity description: G-Highways refers to the numbered national trunk highway system that forms the backbone of China’s long-distance road transportation network.
-
A.
M-highway
An M-highway is a major class of motorway in certain countries, typically designed for high-speed, long-distance vehicular traffic with controlled access.
-
B.
Motorway 7
Motorway 7 is a major controlled-access highway in Thailand that links Bangkok with key eastern regions, including Chonburi Province and the coastal city of Pattaya.
-
C.
National Highways
National Highways is the UK government-owned company responsible for operating, maintaining, and improving England’s motorways and major A-roads.
-
D.
GC-1 motorway
The GC-1 motorway is a major highway on Gran Canaria that links the island’s capital Las Palmas with key southern tourist areas including Playa del Inglés and Maspalomas.
-
E.
SH8 highway
The SH8 highway is a scenic coastal road in southern Albania that connects several Riviera towns along the Ionian Sea.
- 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_69d85cd21dcc81908646251b1c26ea00 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e03f6e859481909c3d08343b7ad27c |
completed | April 16, 2026, 1:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff2d093ccc8190aefc355a837c83f4 |
completed | May 9, 2026, 12:48 p.m. |
| NEDg | Description generation | batch_69ff3015ee2c8190ad2c28cd2850d903 |
completed | May 9, 2026, 1:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff30ed9a5481909cefad0ef877a2e9 |
completed | May 9, 2026, 1:04 p.m. |
Created at: April 10, 2026, 3:34 a.m.