Triple

T16750026
Position Surface form Disambiguated ID Type / Status
Subject Surčin municipality E407047 entity
Predicate hasTransportInfrastructure P2560 FINISHED
Object 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.
E1232596 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–Zagreb highway | Statement: [Surčin municipality, hasTransportInfrastructure, Belgrade–Zagreb highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Belgrade–Zagreb highway
Context triple: [Surčin municipality, hasTransportInfrastructure, Belgrade–Zagreb highway]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Zagreb–Sisak corridor
    The Zagreb–Sisak corridor is a key transportation route in central Croatia that links the capital city of Zagreb with the industrial city of Sisak.
  • 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–Zagreb highway
Triple: [Surčin municipality, hasTransportInfrastructure, Belgrade–Zagreb highway]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Belgrade–Zagreb highway
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Zagreb–Sisak corridor
    The Zagreb–Sisak corridor is a key transportation route in central Croatia that links the capital city of Zagreb with the industrial city of Sisak.
  • 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_6a00a522255c8190ab16d7ad233fcd3b completed May 10, 2026, 3:32 p.m.
NEDg Description generation batch_6a00a6b2d7b08190841de0e849eac604 completed May 10, 2026, 3:39 p.m.
NED2 Entity disambiguation (via description) batch_6a00a761530481909b27b6844d2324f0 completed May 10, 2026, 3:42 p.m.
Created at: April 10, 2026, 5:21 a.m.