Triple

T18929200
Position Surface form Disambiguated ID Type / Status
Subject Khulo Municipality E463053 entity
Predicate hasTransport P1298 FINISHED
Object 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.
E1350189 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: Batumi–Khulo road | Statement: [Khulo Municipality, hasTransport, Batumi–Khulo road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Batumi–Khulo road
Context triple: [Khulo Municipality, hasTransport, Batumi–Khulo road]
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. Transcaucasian Highway
    The Transcaucasian Highway is a major mountain road route crossing the Greater Caucasus and linking Russia with Georgia through challenging high-altitude terrain.
  • 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: Batumi–Khulo road
Triple: [Khulo Municipality, hasTransport, Batumi–Khulo road]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Batumi–Khulo road
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. Transcaucasian Highway
    The Transcaucasian Highway is a major mountain road route crossing the Greater Caucasus and linking Russia with Georgia through challenging high-altitude terrain.
  • 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_69d8dcfdbbb881909964fa5a75bd0b48 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c9bea84081908fbe657fb4657c0b completed April 20, 2026, 6:37 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05912043c48190813e3dc5e432b68e completed May 14, 2026, 9:08 a.m.
NEDg Description generation batch_6a059582457081909a7d13a5644b8b08 completed May 14, 2026, 9:27 a.m.
NED2 Entity disambiguation (via description) batch_6a05965f09108190b19d2efa6e69a688 completed May 14, 2026, 9:31 a.m.
Created at: April 10, 2026, 11:59 a.m.