Triple

T19101524
Position Surface form Disambiguated ID Type / Status
Subject Aparan E467540 entity
Predicate transportRoute P3034 FINISHED
Object Yerevan–Spitak–Vanadzor highway
The Yerevan–Spitak–Vanadzor highway is a major Armenian roadway connecting the capital Yerevan with the northern cities of Spitak and Vanadzor, serving as a key transport corridor through central Armenia.
E1358487 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: Yerevan–Spitak–Vanadzor highway | Statement: [Aparan, transportRoute, Yerevan–Spitak–Vanadzor highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yerevan–Spitak–Vanadzor highway
Context triple: [Aparan, transportRoute, Yerevan–Spitak–Vanadzor highway]
  • A. Yerevan–Stepanakert highway
    The Yerevan–Stepanakert highway is a major road linking Armenia’s capital Yerevan with Stepanakert in the disputed Nagorno-Karabakh region, serving as a key transportation and strategic corridor in the South Caucasus.
  • B. Yerevan–Tbilisi highway corridor
    The Yerevan–Tbilisi highway corridor is a major international road route linking Armenia’s capital Yerevan with Georgia’s capital Tbilisi and serving as a key regional transport and trade artery.
  • C. Sevan–Dilijan highway
    The Sevan–Dilijan highway is a major road in Armenia that connects the Lake Sevan area with the forested resort town of Dilijan, serving as a key route through the country’s mountainous north.
  • D. Baku–Tbilisi highway
    The Baku–Tbilisi highway is a major international road link connecting Azerbaijan’s capital Baku with Georgia’s capital Tbilisi, serving as a key route for regional trade and transit in the South Caucasus.
  • E. Tbilisi–Bakurtsikhe highway
    The Tbilisi–Bakurtsikhe highway is a major roadway in eastern Georgia that connects the capital, Tbilisi, with the town of Bakurtsikhe and passes through several regional centers along the way.
  • 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: Yerevan–Spitak–Vanadzor highway
Triple: [Aparan, transportRoute, Yerevan–Spitak–Vanadzor highway]
Generated description
The Yerevan–Spitak–Vanadzor highway is a major Armenian roadway connecting the capital Yerevan with the northern cities of Spitak and Vanadzor, serving as a key transport corridor through central Armenia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yerevan–Spitak–Vanadzor highway
Target entity description: The Yerevan–Spitak–Vanadzor highway is a major Armenian roadway connecting the capital Yerevan with the northern cities of Spitak and Vanadzor, serving as a key transport corridor through central Armenia.
  • A. Yerevan–Stepanakert highway
    The Yerevan–Stepanakert highway is a major road linking Armenia’s capital Yerevan with Stepanakert in the disputed Nagorno-Karabakh region, serving as a key transportation and strategic corridor in the South Caucasus.
  • B. Yerevan–Tbilisi highway corridor
    The Yerevan–Tbilisi highway corridor is a major international road route linking Armenia’s capital Yerevan with Georgia’s capital Tbilisi and serving as a key regional transport and trade artery.
  • C. Sevan–Dilijan highway
    The Sevan–Dilijan highway is a major road in Armenia that connects the Lake Sevan area with the forested resort town of Dilijan, serving as a key route through the country’s mountainous north.
  • D. Baku–Tbilisi highway
    The Baku–Tbilisi highway is a major international road link connecting Azerbaijan’s capital Baku with Georgia’s capital Tbilisi, serving as a key route for regional trade and transit in the South Caucasus.
  • E. Tbilisi–Bakurtsikhe highway
    The Tbilisi–Bakurtsikhe highway is a major roadway in eastern Georgia that connects the capital, Tbilisi, with the town of Bakurtsikhe and passes through several regional centers along the way.
  • 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_69d8dd05ac4c8190b1967d8f97f3fb2f completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e36de7bc8190b353ed59e12e4631 completed April 20, 2026, 8:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05dd9dae4c8190ae5950a27ac670cb completed May 14, 2026, 2:35 p.m.
NEDg Description generation batch_6a05e0a88664819083e3385c1cc5db34 completed May 14, 2026, 2:48 p.m.
NED2 Entity disambiguation (via description) batch_6a05e12912e4819089dfef296b0f8980 completed May 14, 2026, 2:50 p.m.
Created at: April 10, 2026, 12:04 p.m.