Triple

T7277562
Position Surface form Disambiguated ID Type / Status
Subject Shipka Pass E163067 entity
Predicate usedBy P260 FINISHED
Object Republican Road I-5 of Bulgaria
Republican Road I-5 of Bulgaria is a major north–south national highway that crosses central Bulgaria, including the Shipka Pass, and connects key regions between the Danube Plain and southern parts of the country.
E653858 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: Republican Road I-5 of Bulgaria | Statement: [Shipka Pass, usedBy, Republican Road I-5 of Bulgaria]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Republican Road I-5 of Bulgaria
Context triple: [Shipka Pass, usedBy, Republican Road I-5 of Bulgaria]
  • A. Trakia motorway A1
    Trakia motorway A1 is a major Bulgarian highway forming part of the Pan-European transport corridor that connects the capital Sofia with the Black Sea city of Burgas.
  • B. E87 highway
    The E87 highway is a major north–south European route that runs along the Aegean and Mediterranean coasts, connecting Turkey with several Balkan countries.
  • C. D5 road
    The D5 road is a regional roadway in France that provides access to local destinations such as the Giverny cemetery and surrounding areas.
  • D. National Highway N-5
    National Highway N-5 is Pakistan’s longest and most important north–south arterial road, linking major cities across the country and serving as a key route for trade and transportation.
  • E. European route E50
    European route E50 is a major trans-European east–west road corridor that stretches from France across central Europe to Russia, linking numerous key cities and motorways along its route.
  • 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: Republican Road I-5 of Bulgaria
Triple: [Shipka Pass, usedBy, Republican Road I-5 of Bulgaria]
Generated description
Republican Road I-5 of Bulgaria is a major north–south national highway that crosses central Bulgaria, including the Shipka Pass, and connects key regions between the Danube Plain and southern parts of the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Republican Road I-5 of Bulgaria
Target entity description: Republican Road I-5 of Bulgaria is a major north–south national highway that crosses central Bulgaria, including the Shipka Pass, and connects key regions between the Danube Plain and southern parts of the country.
  • A. Trakia motorway A1
    Trakia motorway A1 is a major Bulgarian highway forming part of the Pan-European transport corridor that connects the capital Sofia with the Black Sea city of Burgas.
  • B. E87 highway
    The E87 highway is a major north–south European route that runs along the Aegean and Mediterranean coasts, connecting Turkey with several Balkan countries.
  • C. D5 road
    The D5 road is a regional roadway in France that provides access to local destinations such as the Giverny cemetery and surrounding areas.
  • D. National Highway N-5
    National Highway N-5 is Pakistan’s longest and most important north–south arterial road, linking major cities across the country and serving as a key route for trade and transportation.
  • E. European route E50
    European route E50 is a major trans-European east–west road corridor that stretches from France across central Europe to Russia, linking numerous key cities and motorways along its route.
  • 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_69c6885c5964819085b209701769877f completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eb309a648190a2a2f2cca9ce2f56 completed March 27, 2026, 8:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7db3110688190bf52180ea159c91c completed March 28, 2026, 1:44 p.m.
NEDg Description generation batch_69c7dbf65fb08190ae8a9c4e57d42e97 completed March 28, 2026, 1:47 p.m.
NED2 Entity disambiguation (via description) batch_69c7dc6873a081908ea4e953430ec20b completed March 28, 2026, 1:49 p.m.
Created at: March 27, 2026, 2:59 p.m.