Triple
T10617126
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atyrau |
E276148
|
entity |
| Predicate | roadConnection |
P385
|
FINISHED |
| Object |
Atyrau–Astrakhan road
The Atyrau–Astrakhan road is a major regional highway linking western Kazakhstan with southern Russia along the northern Caspian Sea.
|
E877020
|
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–Astrakhan road | Statement: [Atyrau, roadConnection, Atyrau–Astrakhan road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atyrau–Astrakhan road Context triple: [Atyrau, roadConnection, Atyrau–Astrakhan road]
-
A.
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.
-
B.
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.
-
C.
Sevastopol–Yalta highway
The Sevastopol–Yalta highway is a major coastal road in Crimea that links the port city of Sevastopol with the resort city of Yalta along the region’s southern shore.
-
D.
Moscow–Alma-Ata route
The Moscow–Alma-Ata route was a Soviet-era commercial supersonic airline service linking Moscow with Alma-Ata (now Almaty, Kazakhstan).
-
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–Astrakhan road Triple: [Atyrau, roadConnection, Atyrau–Astrakhan road]
Generated description
The Atyrau–Astrakhan road is a major regional highway linking western Kazakhstan with southern Russia along the northern Caspian Sea.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Atyrau–Astrakhan road Target entity description: The Atyrau–Astrakhan road is a major regional highway linking western Kazakhstan with southern Russia along the northern Caspian Sea.
-
A.
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.
-
B.
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.
-
C.
Sevastopol–Yalta highway
The Sevastopol–Yalta highway is a major coastal road in Crimea that links the port city of Sevastopol with the resort city of Yalta along the region’s southern shore.
-
D.
Moscow–Alma-Ata route
The Moscow–Alma-Ata route was a Soviet-era commercial supersonic airline service linking Moscow with Alma-Ata (now Almaty, Kazakhstan).
-
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_69d97a2c8a048190b9a62f1c68ac217a |
completed | April 10, 2026, 10:31 p.m. |
| NEDg | Description generation | batch_69d97cc07100819088683a0d79b2baa0 |
completed | April 10, 2026, 10:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d97e015b088190a97822675eecaa5a |
completed | April 10, 2026, 10:47 p.m. |
Created at: April 8, 2026, 7:33 p.m.