Triple
T11264199
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aralsk |
E266641
|
entity |
| Predicate | railwayLine |
P848
|
FINISHED |
| Object |
Orenburg–Tashkent railway
The Orenburg–Tashkent railway is a major historical rail route that connected European Russia with Central Asia, facilitating trade, military movement, and regional development across the steppe and desert regions.
|
E313887
|
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: Orenburg–Tashkent railway | Statement: [Aralsk, railwayLine, Orenburg–Tashkent railway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Orenburg–Tashkent railway Context triple: [Aralsk, railwayLine, Orenburg–Tashkent railway]
-
A.
Karaganda–Almaty railway route
The Karaganda–Almaty railway route is a major rail corridor in Kazakhstan linking the industrial city of Karaganda with the country’s largest metropolis, Almaty, and serving as an important axis for passenger and freight transport.
-
B.
Trans-Caspian Railway
The Trans-Caspian Railway is a historic rail line in Central Asia that formed a key part of the Russian Empire’s and later the Soviet Union’s transportation network across the region.
-
C.
West Siberian Railway
The West Siberian Railway is a major Russian rail network forming part of the Trans-Siberian route and serving as a key transportation corridor across Western Siberia.
-
D.
Karaganda–Astana railway line
The Karaganda–Astana railway line is a major rail route in central Kazakhstan linking the industrial city of Karaganda with the nation’s capital, Astana, and serving as an important corridor for passenger and freight transport.
-
E.
Moscow–Minsk railway
The Moscow–Minsk railway is a major international rail line connecting Russia’s capital Moscow with Belarus’s capital Minsk, serving as a key transport corridor between the two countries and further into Europe.
- 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: Orenburg–Tashkent railway Triple: [Aralsk, railwayLine, Orenburg–Tashkent railway]
Generated description
The Orenburg–Tashkent railway is a major historical rail route that connected European Russia with Central Asia, facilitating trade, military movement, and regional development across the steppe and desert regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Orenburg–Tashkent railway Target entity description: The Orenburg–Tashkent railway is a major historical rail route that connected European Russia with Central Asia, facilitating trade, military movement, and regional development across the steppe and desert regions.
-
A.
Karaganda–Almaty railway route
The Karaganda–Almaty railway route is a major rail corridor in Kazakhstan linking the industrial city of Karaganda with the country’s largest metropolis, Almaty, and serving as an important axis for passenger and freight transport.
-
B.
Trans-Caspian Railway
chosen
The Trans-Caspian Railway is a historic rail line in Central Asia that formed a key part of the Russian Empire’s and later the Soviet Union’s transportation network across the region.
-
C.
West Siberian Railway
The West Siberian Railway is a major Russian rail network forming part of the Trans-Siberian route and serving as a key transportation corridor across Western Siberia.
-
D.
Karaganda–Astana railway line
The Karaganda–Astana railway line is a major rail route in central Kazakhstan linking the industrial city of Karaganda with the nation’s capital, Astana, and serving as an important corridor for passenger and freight transport.
-
E.
Moscow–Minsk railway
The Moscow–Minsk railway is a major international rail line connecting Russia’s capital Moscow with Belarus’s capital Minsk, serving as a key transport corridor between the two countries and further into Europe.
- F. None of above.
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_69d6aac7953c8190b82caf9d7640fdf9 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e94d56048190bf808e1bc2188714 |
completed | April 9, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4f4229c7081909da6b22ee6bf4905 |
completed | April 19, 2026, 3:26 p.m. |
| NEDg | Description generation | batch_69e4f9596e1081908e7b319f77453438 |
completed | April 19, 2026, 3:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4ff4645948190a2bfcc3a4efd8e2a |
completed | April 19, 2026, 4:13 p.m. |
Created at: April 8, 2026, 9:31 p.m.