Triple

T14978016
Position Surface form Disambiguated ID Type / Status
Subject Salzkammergut railway E373502 entity
Predicate connects P390 FINISHED
Object Stainach-Irdning
Stainach-Irdning is a railway junction and locality in Styria, Austria, serving as an important connection point in the regional rail network.
E1130233 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: Stainach-Irdning | Statement: [Salzkammergut railway, connects, Stainach-Irdning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stainach-Irdning
Context triple: [Salzkammergut railway, connects, Stainach-Irdning]
  • A. Steyrtal
    Steyrtal is a scenic valley region in Upper Austria known for the Steyr River, traditional villages, and forested alpine landscapes.
  • B. Pitztal
    Pitztal is a valley in the Austrian Tyrol known for its high alpine scenery, glacier skiing, and access to prominent peaks in the Ötztal Alps.
  • C. Dettelbach
    Dettelbach is a small historic town in the Franconian wine-growing region of northern Bavaria, Germany, known for its medieval architecture and surrounding vineyards.
  • D. Viechtach
    Viechtach is a small town in the Bavarian Forest region of southeastern Germany, known for its scenic landscapes and outdoor recreation.
  • E. Stanzertal
    Stanzertal is an alpine valley in the Austrian state of Tyrol, known for its scenic landscapes and proximity to major ski resorts such as St. Anton am Arlberg.
  • 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: Stainach-Irdning
Triple: [Salzkammergut railway, connects, Stainach-Irdning]
Generated description
Stainach-Irdning is a railway junction and locality in Styria, Austria, serving as an important connection point in the regional rail network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stainach-Irdning
Target entity description: Stainach-Irdning is a railway junction and locality in Styria, Austria, serving as an important connection point in the regional rail network.
  • A. Steyrtal
    Steyrtal is a scenic valley region in Upper Austria known for the Steyr River, traditional villages, and forested alpine landscapes.
  • B. Pitztal
    Pitztal is a valley in the Austrian Tyrol known for its high alpine scenery, glacier skiing, and access to prominent peaks in the Ötztal Alps.
  • C. Dettelbach
    Dettelbach is a small historic town in the Franconian wine-growing region of northern Bavaria, Germany, known for its medieval architecture and surrounding vineyards.
  • D. Viechtach
    Viechtach is a small town in the Bavarian Forest region of southeastern Germany, known for its scenic landscapes and outdoor recreation.
  • E. Stanzertal
    Stanzertal is an alpine valley in the Austrian state of Tyrol, known for its scenic landscapes and proximity to major ski resorts such as St. Anton am Arlberg.
  • 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_69d85ccbbcd48190acb56e7cf104d8ad completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded6fbd138819092254ea37388026c completed April 15, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe8beca6d88190a0c1adb18c9f2ac4 completed May 9, 2026, 1:20 a.m.
NEDg Description generation batch_69fe8f94018881908d8185d692f9728a completed May 9, 2026, 1:36 a.m.
NED2 Entity disambiguation (via description) batch_69fe8fff27e881908163a1339019e192 completed May 9, 2026, 1:38 a.m.
Created at: April 10, 2026, 2:51 a.m.