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.