Triple

T5288307
Position Surface form Disambiguated ID Type / Status
Subject Hungarian motorway network E119677 entity
Predicate hasComponent P35 FINISHED
Object M34 motorway (Hungary)
The M34 motorway is a Hungarian expressway that connects the M3 motorway to the country’s northeastern border region near Ukraine, improving international and regional transport links.
E511504 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: M34 motorway (Hungary) | Statement: [Hungarian motorway network, hasComponent, M34 motorway (Hungary)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M34 motorway (Hungary)
Context triple: [Hungarian motorway network, hasComponent, M34 motorway (Hungary)]
  • A. M43 motorway (Hungary)
    The M43 motorway is a major Hungarian highway in the southeast of the country that connects Szeged to the Romanian border, serving as an important transit route between Hungary and Romania.
  • B. M3 motorway (Hungary)
    The M3 motorway in Hungary is a major east–west highway that connects Budapest with the country’s northeastern regions and serves as a key route toward Ukraine and Romania.
  • C. M4 motorway (Hungary)
    The M4 motorway in Hungary is a major east–west route connecting Budapest with the country’s eastern regions and serving as part of an important international transport corridor.
  • D. M30 motorway (Hungary)
    The M30 motorway is a major Hungarian highway that connects the city of Miskolc to the Slovak border, forming part of an important international transport corridor.
  • E. 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.
  • 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: M34 motorway (Hungary)
Triple: [Hungarian motorway network, hasComponent, M34 motorway (Hungary)]
Generated description
The M34 motorway is a Hungarian expressway that connects the M3 motorway to the country’s northeastern border region near Ukraine, improving international and regional transport links.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M34 motorway (Hungary)
Target entity description: The M34 motorway is a Hungarian expressway that connects the M3 motorway to the country’s northeastern border region near Ukraine, improving international and regional transport links.
  • A. M43 motorway (Hungary)
    The M43 motorway is a major Hungarian highway in the southeast of the country that connects Szeged to the Romanian border, serving as an important transit route between Hungary and Romania.
  • B. M3 motorway (Hungary)
    The M3 motorway in Hungary is a major east–west highway that connects Budapest with the country’s northeastern regions and serves as a key route toward Ukraine and Romania.
  • C. M4 motorway (Hungary)
    The M4 motorway in Hungary is a major east–west route connecting Budapest with the country’s eastern regions and serving as part of an important international transport corridor.
  • D. M30 motorway (Hungary)
    The M30 motorway is a major Hungarian highway that connects the city of Miskolc to the Slovak border, forming part of an important international transport corridor.
  • E. 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.
  • 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_69bf187d8a7c8190a8d686393d277bab completed March 21, 2026, 10:15 p.m.
NEDg Description generation batch_69bf198574ec8190b4e142c6c783f377 completed March 21, 2026, 10:19 p.m.
NED2 Entity disambiguation (via description) batch_69bf19e1b064819091851e975f83e781 completed March 21, 2026, 10:21 p.m.
Created at: March 20, 2026, 1:52 p.m.