Triple

T19737744
Position Surface form Disambiguated ID Type / Status
Subject Mamati E474030 entity
Predicate roadConnection P385 FINISHED
Object regional roads of Guria
The regional roads of Guria form a network of secondary routes in western Georgia that connect local towns and villages, including Mamati, to major highways and neighboring regions.
E1392357 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: regional roads of Guria | Statement: [Mamati, roadConnection, regional roads of Guria]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: regional roads of Guria
Context triple: [Mamati, roadConnection, regional roads of Guria]
  • A. Tbilisi road network
    The Tbilisi road network is the system of streets, avenues, and highways that facilitates vehicular movement and connectivity throughout Georgia’s capital city.
  • B. Tbilisi–Kutaisi highway corridor
    The Tbilisi–Kutaisi highway corridor is a major east–west transportation route in Georgia that connects the capital Tbilisi with the city of Kutaisi and passes through several key regional centers.
  • C. Batumi–Akhaltsikhe road
    The Batumi–Akhaltsikhe road is a key mountain highway in southwestern Georgia that links the Black Sea coastal city of Batumi with the inland town of Akhaltsikhe, passing through the municipality of Keda.
  • D. Zugdidi–Mestia road
    The Zugdidi–Mestia road is a mountainous highway in western Georgia that connects the city of Zugdidi with the highland Svaneti region and the town of Mestia, serving as a key access route to the Caucasus.
  • E. Batumi–Khulo road
    The Batumi–Khulo road is a mountain route in southwestern Georgia that connects the Black Sea coastal city of Batumi with the highland town of Khulo in the Adjara region.
  • 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: regional roads of Guria
Triple: [Mamati, roadConnection, regional roads of Guria]
Generated description
The regional roads of Guria form a network of secondary routes in western Georgia that connect local towns and villages, including Mamati, to major highways and neighboring regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: regional roads of Guria
Target entity description: The regional roads of Guria form a network of secondary routes in western Georgia that connect local towns and villages, including Mamati, to major highways and neighboring regions.
  • A. Tbilisi road network
    The Tbilisi road network is the system of streets, avenues, and highways that facilitates vehicular movement and connectivity throughout Georgia’s capital city.
  • B. Tbilisi–Kutaisi highway corridor
    The Tbilisi–Kutaisi highway corridor is a major east–west transportation route in Georgia that connects the capital Tbilisi with the city of Kutaisi and passes through several key regional centers.
  • C. Batumi–Akhaltsikhe road
    The Batumi–Akhaltsikhe road is a key mountain highway in southwestern Georgia that links the Black Sea coastal city of Batumi with the inland town of Akhaltsikhe, passing through the municipality of Keda.
  • D. Zugdidi–Mestia road
    The Zugdidi–Mestia road is a mountainous highway in western Georgia that connects the city of Zugdidi with the highland Svaneti region and the town of Mestia, serving as a key access route to the Caucasus.
  • E. Batumi–Khulo road
    The Batumi–Khulo road is a mountain route in southwestern Georgia that connects the Black Sea coastal city of Batumi with the highland town of Khulo in the Adjara region.
  • 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_69d8e517ebd48190979ee76723bcfadf completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6515ea688819097b6838e6a3b3d4a completed April 20, 2026, 4:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07b4f944108190b63432ef6d0eb984 completed May 16, 2026, 12:06 a.m.
NEDg Description generation batch_6a07b5c7a0348190b06f5300c89f0548 completed May 16, 2026, 12:09 a.m.
NED2 Entity disambiguation (via description) batch_6a07b655722c8190be1b30d1e276c580 completed May 16, 2026, 12:12 a.m.
Created at: April 10, 2026, 1:47 p.m.