Triple

T15753154
Position Surface form Disambiguated ID Type / Status
Subject Nova Gorica railway station E381896 entity
Predicate hasStationCode P1289 FINISHED
Object "NG" (Slovenian railways code)
"NG" is the Slovenian Railways station code for Nova Gorica railway station, a key rail hub in western Slovenia near the Italian border.
E1175853 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: "NG" (Slovenian railways code) | Statement: [Nova Gorica railway station, hasStationCode, "NG" (Slovenian railways code)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "NG" (Slovenian railways code)
Context triple: [Nova Gorica railway station, hasStationCode, "NG" (Slovenian railways code)]
  • A. Slovenian railway network
    The Slovenian railway network is the national rail system of Slovenia, connecting major cities and regions domestically and with neighboring countries through passenger and freight services.
  • B. Slovenski Javornik–Rijeka railway
    The Slovenski Javornik–Rijeka railway is a major rail line connecting Slovenia with the Croatian port city of Rijeka, serving as an important route for both passenger and freight transport in the region.
  • C. Slovenske železnice
    Slovenske železnice is Slovenia’s national railway company, responsible for operating the country’s passenger and freight rail services and managing much of its rail infrastructure.
  • D. Ljubljana–Dobova railway line
    The Ljubljana–Dobova railway line is a key rail corridor in Slovenia that connects the capital Ljubljana with the Croatian border near Dobova, forming part of an important international route between Central and Southeastern Europe.
  • E. İZBAN commuter rail
    İZBAN commuter rail is a major suburban rail system serving the İzmir metropolitan area in Turkey, providing high-capacity, rapid transit along the city’s north–south axis.
  • 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: "NG" (Slovenian railways code)
Triple: [Nova Gorica railway station, hasStationCode, "NG" (Slovenian railways code)]
Generated description
"NG" is the Slovenian Railways station code for Nova Gorica railway station, a key rail hub in western Slovenia near the Italian border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: "NG" (Slovenian railways code)
Target entity description: "NG" is the Slovenian Railways station code for Nova Gorica railway station, a key rail hub in western Slovenia near the Italian border.
  • A. Slovenian railway network
    The Slovenian railway network is the national rail system of Slovenia, connecting major cities and regions domestically and with neighboring countries through passenger and freight services.
  • B. Slovenski Javornik–Rijeka railway
    The Slovenski Javornik–Rijeka railway is a major rail line connecting Slovenia with the Croatian port city of Rijeka, serving as an important route for both passenger and freight transport in the region.
  • C. Slovenske železnice
    Slovenske železnice is Slovenia’s national railway company, responsible for operating the country’s passenger and freight rail services and managing much of its rail infrastructure.
  • D. Ljubljana–Dobova railway line
    The Ljubljana–Dobova railway line is a key rail corridor in Slovenia that connects the capital Ljubljana with the Croatian border near Dobova, forming part of an important international route between Central and Southeastern Europe.
  • E. İZBAN commuter rail
    İZBAN commuter rail is a major suburban rail system serving the İzmir metropolitan area in Turkey, providing high-capacity, rapid transit along the city’s north–south axis.
  • 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_69d86d9e6b44819085d1f6a969ecb74c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e05031f6a08190bfb333eced0a59a1 completed April 16, 2026, 2:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff876f005c8190913dec49b839b9f9 completed May 9, 2026, 7:13 p.m.
NEDg Description generation batch_69ff8b5fb4708190ab83653817f7b44e completed May 9, 2026, 7:30 p.m.
NED2 Entity disambiguation (via description) batch_69ff8c1cc6a081908d09e73b5d219b05 completed May 9, 2026, 7:33 p.m.
Created at: April 10, 2026, 4:47 a.m.