Triple

T23426253
Position Surface form Disambiguated ID Type / Status
Subject Mostar interchange E560802 entity
Predicate partOfRoadNetwork P36772 FINISHED
Object Serbian motorway network
The Serbian motorway network is the system of high-capacity, multi-lane highways in Serbia that connects major cities, facilitates regional and international transit, and forms a key part of the country’s transport infrastructure.
E1591164 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: Serbian motorway network | Statement: [Mostar interchange, partOfRoadNetwork, Serbian motorway network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Serbian motorway network
Context triple: [Mostar interchange, partOfRoadNetwork, Serbian motorway network]
  • 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–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.
  • C. Croatian motorway network
    The Croatian motorway network is an extensive system of high-speed roads that connects major cities, ports, and tourist regions across Croatia and links the country to neighboring European states.
  • D. 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.
  • E. Belgrade road network
    The Belgrade road network is the comprehensive system of streets, avenues, and highways that facilitates urban and regional transportation throughout Serbia’s capital city.
  • 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: Serbian motorway network
Triple: [Mostar interchange, partOfRoadNetwork, Serbian motorway network]
Generated description
The Serbian motorway network is the system of high-capacity, multi-lane highways in Serbia that connects major cities, facilitates regional and international transit, and forms a key part of the country’s transport infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Serbian motorway network
Target entity description: The Serbian motorway network is the system of high-capacity, multi-lane highways in Serbia that connects major cities, facilitates regional and international transit, and forms a key part of the country’s transport infrastructure.
  • 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–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.
  • C. Croatian motorway network
    The Croatian motorway network is an extensive system of high-speed roads that connects major cities, ports, and tourist regions across Croatia and links the country to neighboring European states.
  • D. 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.
  • E. Belgrade road network
    The Belgrade road network is the comprehensive system of streets, avenues, and highways that facilitates urban and regional transportation throughout Serbia’s capital city.
  • 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_69e2454cb1108190ab21ada5411a7146 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1a54a28a08190add6184a44c5005b completed April 29, 2026, 6:29 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf362ef8819094953501bc27f034 completed May 19, 2026, 10:07 p.m.
NEDg Description generation batch_6a0ce15fd1ec81909d678480e2820dec completed May 19, 2026, 10:17 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce1bcd440819087344b83bb0ac0e8 completed May 19, 2026, 10:18 p.m.
Created at: April 17, 2026, 5:47 p.m.