Triple
T22158154
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hotan–Ruoqiang Railway |
E547594
|
entity |
| Predicate | formsRailLoopWith |
P82170
|
FINISHED |
| Object | Kashgar–Hotan Railway |
—
|
NE NERFINISHED |
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: Kashgar–Hotan Railway | Statement: [Hotan–Ruoqiang Railway, formsRailLoopWith, Kashgar–Hotan Railway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kashgar–Hotan Railway Context triple: [Hotan–Ruoqiang Railway, formsRailLoopWith, Kashgar–Hotan Railway]
-
A.
Hotan–Ruoqiang Railway
The Hotan–Ruoqiang Railway is a major rail line in China’s Xinjiang region that forms part of the loop around the Taklamakan Desert, enhancing connectivity and economic development in this remote area.
-
B.
Korla–Golmud Railway
The Korla–Golmud Railway is a major rail line in western China that links Xinjiang and Qinghai across remote desert and plateau regions, enhancing regional connectivity and resource transport.
-
C.
Longhai Railway
Longhai Railway is a major east–west rail corridor in China that connects key cities across several provinces and serves as an important artery for national transportation and commerce.
-
D.
Lanzhou–Xinjiang Railway
The Lanzhou–Xinjiang Railway is a major rail corridor in northwestern China that links the city of Lanzhou with the Xinjiang Uyghur Autonomous Region, serving as a key route for regional transport and trade.
-
E.
Southern Xinjiang Railway
The Southern Xinjiang Railway is a major rail line in China’s Xinjiang Uyghur Autonomous Region that connects key cities across the southern edge of the Taklamakan Desert, supporting regional transport and economic development.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kashgar–Hotan Railway Target entity description: The Kashgar–Hotan Railway is a major rail line in China’s Xinjiang region that runs along the southern edge of the Taklamakan Desert, connecting key cities in the southwestern Tarim Basin and integrating them into the national rail network.
-
A.
Hotan–Ruoqiang Railway
The Hotan–Ruoqiang Railway is a major rail line in China’s Xinjiang region that forms part of the loop around the Taklamakan Desert, enhancing connectivity and economic development in this remote area.
-
B.
Korla–Golmud Railway
The Korla–Golmud Railway is a major rail line in western China that links Xinjiang and Qinghai across remote desert and plateau regions, enhancing regional connectivity and resource transport.
-
C.
Longhai Railway
Longhai Railway is a major east–west rail corridor in China that connects key cities across several provinces and serves as an important artery for national transportation and commerce.
-
D.
Lanzhou–Xinjiang Railway
The Lanzhou–Xinjiang Railway is a major rail corridor in northwestern China that links the city of Lanzhou with the Xinjiang Uyghur Autonomous Region, serving as a key route for regional transport and trade.
-
E.
Southern Xinjiang Railway
chosen
The Southern Xinjiang Railway is a major rail line in China’s Xinjiang Uyghur Autonomous Region that connects key cities across the southern edge of the Taklamakan Desert, supporting regional transport and economic development.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: formsRailLoopWith Context triple: [Hotan–Ruoqiang Railway, formsRailLoopWith, Kashgar–Hotan Railway]
-
A.
railForm
Indicates that one entity takes the form of, or is structured as, a rail or rail-like configuration in relation to another entity.
-
B.
formsLoopAround
Indicates that one entity extends or curves so as to create a closed loop encircling or surrounding another entity or region.
-
C.
formsLoopWith
chosen
Indicates that two or more entities are connected in such a way that they form a closed cycle or loop with one another.
-
D.
canFormTrainOf
Indicates that one entity is capable of being physically or logically connected with another to form a continuous train or sequence.
-
E.
formsLoopFrom
Indicates that something creates or constitutes a closed path or cycle originating from a specified starting point.
- F. None of above.
Provenance (3 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_69e11e3b52088190ad5df386d01eb2fb |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12a2aadb48190b4d739d1df9529db |
completed | April 28, 2026, 9:44 p.m. |
| PD | Predicate disambiguation | batch_69e71b41555881909b8e22718974d527 |
completed | April 21, 2026, 6:37 a.m. |
Created at: April 16, 2026, 8:33 p.m.