Triple

T7634124
Position Surface form Disambiguated ID Type / Status
Subject Ljubljana Railway Station E172830 entity
Predicate partOf P40 FINISHED
Object 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.
E678457 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: Slovenian railway network | Statement: [Ljubljana Railway Station, partOf, Slovenian railway network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Slovenian railway network
Context triple: [Ljubljana Railway Station, partOf, Slovenian railway network]
  • A. Croatian railway network
    The Croatian railway network is the national rail system of Croatia, centered on Zagreb and connecting major cities and regions domestically and with neighboring countries.
  • B. Slovenian road network
    The Slovenian road network is the national system of motorways, expressways, and regional roads that links cities and towns across Slovenia and connects the country to neighboring European transport corridors.
  • C. Udine–Tarvisio railway
    The Udine–Tarvisio railway is a major rail line in northeastern Italy that connects the city of Udine with the Alpine border area near Austria and Slovenia, serving as an important international transit route.
  • D. Adriatic railway line
    The Adriatic railway line is a major Italian coastal rail route running along the Adriatic Sea, connecting numerous cities and towns from the north to the south of the country.
  • E. Villach railway junction
    Villach railway junction is a major Austrian rail hub in the city of Villach, serving as a key crossroads for national and international train connections in the state of Carinthia.
  • 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: Slovenian railway network
Triple: [Ljubljana Railway Station, partOf, Slovenian railway network]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Slovenian railway network
Target entity description: 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.
  • A. Croatian railway network
    The Croatian railway network is the national rail system of Croatia, centered on Zagreb and connecting major cities and regions domestically and with neighboring countries.
  • B. Slovenian road network
    The Slovenian road network is the national system of motorways, expressways, and regional roads that links cities and towns across Slovenia and connects the country to neighboring European transport corridors.
  • C. Udine–Tarvisio railway
    The Udine–Tarvisio railway is a major rail line in northeastern Italy that connects the city of Udine with the Alpine border area near Austria and Slovenia, serving as an important international transit route.
  • D. Adriatic railway line
    The Adriatic railway line is a major Italian coastal rail route running along the Adriatic Sea, connecting numerous cities and towns from the north to the south of the country.
  • E. Villach railway junction
    Villach railway junction is a major Austrian rail hub in the city of Villach, serving as a key crossroads for national and international train connections in the state of Carinthia.
  • 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_69c69952849881908fdcea7a93bfc307 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6faa72f2881908479049dd8d181a4 completed March 27, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c870be4e18819089781c7493dea13b completed March 29, 2026, 12:22 a.m.
NEDg Description generation batch_69c87573c220819089e4f10f48669145 completed March 29, 2026, 12:42 a.m.
NED2 Entity disambiguation (via description) batch_69c875e583708190b6d94d915b3461cb completed March 29, 2026, 12:44 a.m.
Created at: March 27, 2026, 3:57 p.m.