Triple
T10617125
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atyrau |
E276148
|
entity |
| Predicate | roadConnection |
P385
|
FINISHED |
| Object |
Atyrau–Aktobe highway
The Atyrau–Aktobe highway is a major roadway in western Kazakhstan that links the Caspian Sea city of Atyrau with the inland regional center of Aktobe, serving as an important route for regional transport and trade.
|
E876096
|
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: Atyrau–Aktobe highway | Statement: [Atyrau, roadConnection, Atyrau–Aktobe highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atyrau–Aktobe highway Context triple: [Atyrau, roadConnection, Atyrau–Aktobe highway]
-
A.
Bishkek–Osh highway
The Bishkek–Osh highway is a major mountain road in Kyrgyzstan that links the capital Bishkek with the southern city of Osh, serving as one of the country’s most important transport arteries.
-
B.
Ashgabat–Türkmenbaşy highway
The Ashgabat–Türkmenbaşy highway is a major Turkmenistan expressway linking the capital Ashgabat with the Caspian Sea port city of Türkmenbaşy, serving as a key east–west transportation corridor.
-
C.
Amur Highway
Amur Highway is a major Russian federal road in the Far East that connects the city of Khabarovsk with other key regional centers along the Amur River corridor.
-
D.
Moscow–Minsk highway
The Moscow–Minsk highway is a major international roadway connecting Russia’s capital Moscow with Belarus’s capital Minsk, forming part of a key transport corridor between Russia and Western Europe.
-
E.
M5 Ural Highway
The M5 Ural Highway is a major federal road in Russia that connects Moscow with the Ural region, serving as a key east–west transport artery across several central and Volga federal districts.
- 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: Atyrau–Aktobe highway Triple: [Atyrau, roadConnection, Atyrau–Aktobe highway]
Generated description
The Atyrau–Aktobe highway is a major roadway in western Kazakhstan that links the Caspian Sea city of Atyrau with the inland regional center of Aktobe, serving as an important route for regional transport and trade.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Atyrau–Aktobe highway Target entity description: The Atyrau–Aktobe highway is a major roadway in western Kazakhstan that links the Caspian Sea city of Atyrau with the inland regional center of Aktobe, serving as an important route for regional transport and trade.
-
A.
Bishkek–Osh highway
The Bishkek–Osh highway is a major mountain road in Kyrgyzstan that links the capital Bishkek with the southern city of Osh, serving as one of the country’s most important transport arteries.
-
B.
Ashgabat–Türkmenbaşy highway
The Ashgabat–Türkmenbaşy highway is a major Turkmenistan expressway linking the capital Ashgabat with the Caspian Sea port city of Türkmenbaşy, serving as a key east–west transportation corridor.
-
C.
Amur Highway
Amur Highway is a major Russian federal road in the Far East that connects the city of Khabarovsk with other key regional centers along the Amur River corridor.
-
D.
Moscow–Minsk highway
The Moscow–Minsk highway is a major international roadway connecting Russia’s capital Moscow with Belarus’s capital Minsk, forming part of a key transport corridor between Russia and Western Europe.
-
E.
M5 Ural Highway
The M5 Ural Highway is a major federal road in Russia that connects Moscow with the Ural region, serving as a key east–west transport artery across several central and Volga federal districts.
- 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_69d6aaf948d88190806cc3a8c47a3fb2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d6df6e2df4819099a19b59d90d0dd1 |
completed | April 8, 2026, 11:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d96b7bb7108190b0f1cbe4117abec0 |
completed | April 10, 2026, 9:28 p.m. |
| NEDg | Description generation | batch_69d96dee84f48190bf5b0cb1115a8bba |
completed | April 10, 2026, 9:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d9708824208190acf75933962d690f |
completed | April 10, 2026, 9:50 p.m. |
Created at: April 8, 2026, 7:33 p.m.