Triple

T20672972
Position Surface form Disambiguated ID Type / Status
Subject Slovenian road network E508078 entity
Predicate mainAxis P13659 FINISHED
Object Ljubljana–Maribor corridor
The Ljubljana–Maribor corridor is a key Slovenian transport route linking the capital Ljubljana with the country’s second-largest city, Maribor, and forming part of an important pan-European transit axis.
E1444868 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: Ljubljana–Maribor corridor | Statement: [Slovenian road network, mainAxis, Ljubljana–Maribor corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ljubljana–Maribor corridor
Context triple: [Slovenian road network, mainAxis, Ljubljana–Maribor corridor]
  • A. Koper–Ljubljana road corridor
    The Koper–Ljubljana road corridor is a major transport route in southwestern Slovenia that connects the coastal city of Koper with the capital Ljubljana, serving as a key link between the Adriatic coast and the country’s interior.
  • B. Zagreb–Rijeka corridor
    The Zagreb–Rijeka corridor is a major Croatian transport route linking the inland capital region around Zagreb with the Adriatic port city of Rijeka, serving as a key axis for national and international traffic and trade.
  • C. Zagreb–Split corridor
    The Zagreb–Split corridor is a major Croatian transport route linking the capital city Zagreb with the coastal city of Split, serving as a key connection between inland and Adriatic regions.
  • D. 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.
  • E. Belgrade–Novi Sad corridor
    The Belgrade–Novi Sad corridor is a major transport route in Serbia connecting the capital Belgrade with the city of Novi Sad and serving as a key link in regional road and rail networks.
  • 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: Ljubljana–Maribor corridor
Triple: [Slovenian road network, mainAxis, Ljubljana–Maribor corridor]
Generated description
The Ljubljana–Maribor corridor is a key Slovenian transport route linking the capital Ljubljana with the country’s second-largest city, Maribor, and forming part of an important pan-European transit axis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ljubljana–Maribor corridor
Target entity description: The Ljubljana–Maribor corridor is a key Slovenian transport route linking the capital Ljubljana with the country’s second-largest city, Maribor, and forming part of an important pan-European transit axis.
  • A. Koper–Ljubljana road corridor
    The Koper–Ljubljana road corridor is a major transport route in southwestern Slovenia that connects the coastal city of Koper with the capital Ljubljana, serving as a key link between the Adriatic coast and the country’s interior.
  • B. Zagreb–Rijeka corridor
    The Zagreb–Rijeka corridor is a major Croatian transport route linking the inland capital region around Zagreb with the Adriatic port city of Rijeka, serving as a key axis for national and international traffic and trade.
  • C. Zagreb–Split corridor
    The Zagreb–Split corridor is a major Croatian transport route linking the capital city Zagreb with the coastal city of Split, serving as a key connection between inland and Adriatic regions.
  • D. 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.
  • E. Belgrade–Novi Sad corridor
    The Belgrade–Novi Sad corridor is a major transport route in Serbia connecting the capital Belgrade with the city of Novi Sad and serving as a key link in regional road and rail networks.
  • 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_69e0b4c1164881909a3bf1e3ddb2bc32 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6b5cb1fc88190805f623e93a70368 completed April 20, 2026, 11:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08cd66b6b88190a863948cb31c9af7 completed May 16, 2026, 8:02 p.m.
NEDg Description generation batch_6a08d175eefc8190a5178c0f70f7d79f completed May 16, 2026, 8:20 p.m.
NED2 Entity disambiguation (via description) batch_6a08d23e8ac48190be1726c8e4913b1a completed May 16, 2026, 8:23 p.m.
Created at: April 16, 2026, 11:44 a.m.