Triple

T5288298
Position Surface form Disambiguated ID Type / Status
Subject Hungarian motorway network E119677 entity
Predicate hasComponent P35 FINISHED
Object M85 motorway (Hungary)
The M85 motorway is a major Hungarian expressway that connects the city of Győr with Sopron and the Austrian border, improving regional and international transport links in western Hungary.
E510566 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: M85 motorway (Hungary) | Statement: [Hungarian motorway network, hasComponent, M85 motorway (Hungary)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M85 motorway (Hungary)
Context triple: [Hungarian motorway network, hasComponent, M85 motorway (Hungary)]
  • A. M8 motorway (Hungary)
    The M8 motorway in Hungary is a developing east–west route intended to connect the M7 and M5 motorways and form part of a larger trans-European transport corridor.
  • B. M5 motorway (Hungary)
    The M5 motorway in Hungary is a major controlled-access highway that connects Budapest with the southern city of Szeged and continues toward the Serbian border, serving as a key route for domestic and international traffic.
  • C. M1 motorway (Hungary)
    The M1 motorway in Hungary is a major east–west highway linking the capital Budapest with the Austrian border and forming part of the key European route between Central and Western Europe.
  • D. M7 motorway (Hungary)
    The M7 motorway in Hungary is a major highway that connects Budapest with the southwestern region of the country and continues toward the Croatian border, serving as a key route to Lake Balaton and the Adriatic.
  • E. M9 motorway (Hungary)
    The M9 motorway in Hungary is a partially completed east–west bypass route intended to connect several major motorways across the southern part of the country, easing transit and reducing congestion around Budapest.
  • 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: M85 motorway (Hungary)
Triple: [Hungarian motorway network, hasComponent, M85 motorway (Hungary)]
Generated description
The M85 motorway is a major Hungarian expressway that connects the city of Győr with Sopron and the Austrian border, improving regional and international transport links in western Hungary.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M85 motorway (Hungary)
Target entity description: The M85 motorway is a major Hungarian expressway that connects the city of Győr with Sopron and the Austrian border, improving regional and international transport links in western Hungary.
  • A. M8 motorway (Hungary)
    The M8 motorway in Hungary is a developing east–west route intended to connect the M7 and M5 motorways and form part of a larger trans-European transport corridor.
  • B. M5 motorway (Hungary)
    The M5 motorway in Hungary is a major controlled-access highway that connects Budapest with the southern city of Szeged and continues toward the Serbian border, serving as a key route for domestic and international traffic.
  • C. M1 motorway (Hungary)
    The M1 motorway in Hungary is a major east–west highway linking the capital Budapest with the Austrian border and forming part of the key European route between Central and Western Europe.
  • D. M7 motorway (Hungary)
    The M7 motorway in Hungary is a major highway that connects Budapest with the southwestern region of the country and continues toward the Croatian border, serving as a key route to Lake Balaton and the Adriatic.
  • E. M9 motorway (Hungary)
    The M9 motorway in Hungary is a partially completed east–west bypass route intended to connect several major motorways across the southern part of the country, easing transit and reducing congestion around Budapest.
  • 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_69bd446de5648190b313a90bd96730d2 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd84db300c8190a63ac51552f0e9a6 completed March 20, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf10dfc2948190b65f5e4c9388a5cb completed March 21, 2026, 9:42 p.m.
NEDg Description generation batch_69bf11d5d22c819090bb78a9a5a941b6 completed March 21, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_69bf124135f88190b4be475a4feecbad completed March 21, 2026, 9:48 p.m.
Created at: March 20, 2026, 1:52 p.m.