Triple

T16750027
Position Surface form Disambiguated ID Type / Status
Subject Surčin municipality E407047 entity
Predicate hasTransportInfrastructure P2560 FINISHED
Object Belgrade bypass
The Belgrade bypass is a major ring road and motorway system designed to divert transit traffic around Serbia’s capital, easing congestion and improving regional connectivity.
E1233392 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: Belgrade bypass | Statement: [Surčin municipality, hasTransportInfrastructure, Belgrade bypass]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Belgrade bypass
Context triple: [Surčin municipality, hasTransportInfrastructure, Belgrade bypass]
  • A. Belgrade–Smederevo road
    The Belgrade–Smederevo road is a major regional roadway in Serbia that links the capital city Belgrade with the historic city of Smederevo along the Danube corridor.
  • B. Belgrade–Niš highway
    The Belgrade–Niš highway is a major Serbian motorway that connects the capital Belgrade with the city of Niš, forming a key segment of the country’s primary north–south transport corridor.
  • C. Belgrade–Zagreb highway
    The Belgrade–Zagreb highway is a major motorway in the Balkans that connects the capitals of Serbia and Croatia as part of the key transport corridor between Central and Southeast Europe.
  • D. Belgrade–Valjevo road corridor
    The Belgrade–Valjevo road corridor is a key regional transport route in Serbia that links the capital Belgrade with the city of Valjevo and intermediate municipalities such as Lazarevac.
  • E. Podgorica–Bar road
    The Podgorica–Bar road is a major Montenegrin highway linking the capital city Podgorica with the coastal port city of Bar, serving as a key route for domestic and international traffic.
  • 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: Belgrade bypass
Triple: [Surčin municipality, hasTransportInfrastructure, Belgrade bypass]
Generated description
The Belgrade bypass is a major ring road and motorway system designed to divert transit traffic around Serbia’s capital, easing congestion and improving regional connectivity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Belgrade bypass
Target entity description: The Belgrade bypass is a major ring road and motorway system designed to divert transit traffic around Serbia’s capital, easing congestion and improving regional connectivity.
  • A. Belgrade–Smederevo road
    The Belgrade–Smederevo road is a major regional roadway in Serbia that links the capital city Belgrade with the historic city of Smederevo along the Danube corridor.
  • B. Belgrade–Niš highway
    The Belgrade–Niš highway is a major Serbian motorway that connects the capital Belgrade with the city of Niš, forming a key segment of the country’s primary north–south transport corridor.
  • C. Belgrade–Zagreb highway
    The Belgrade–Zagreb highway is a major motorway in the Balkans that connects the capitals of Serbia and Croatia as part of the key transport corridor between Central and Southeast Europe.
  • D. Belgrade–Valjevo road corridor
    The Belgrade–Valjevo road corridor is a key regional transport route in Serbia that links the capital Belgrade with the city of Valjevo and intermediate municipalities such as Lazarevac.
  • E. Podgorica–Bar road
    The Podgorica–Bar road is a major Montenegrin highway linking the capital city Podgorica with the coastal port city of Bar, serving as a key route for domestic and international traffic.
  • 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_69d8838ffb088190a0b11149929006bf completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3aa265a908190a87fa4612bfe6396 completed April 18, 2026, 3:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00aaf3c6088190a8301a9613d74474 completed May 10, 2026, 3:57 p.m.
NEDg Description generation batch_6a00ac0e10648190803bf962a4677104 completed May 10, 2026, 4:02 p.m.
NED2 Entity disambiguation (via description) batch_6a00acc3a9dc819087e07e539760bf34 completed May 10, 2026, 4:05 p.m.
Created at: April 10, 2026, 5:21 a.m.