Triple

T15205347
Position Surface form Disambiguated ID Type / Status
Subject Gmunden E363373 entity
Predicate hasTransport P1298 FINISHED
Object Traunseebahn
Traunseebahn is a historic narrow-gauge railway in Upper Austria that connects the town of Gmunden with surrounding communities along Lake Traunsee.
E1144993 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: Traunseebahn | Statement: [Gmunden, hasTransport, Traunseebahn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Traunseebahn
Context triple: [Gmunden, hasTransport, Traunseebahn]
  • A. Salzburg-Tauern railway line
    The Salzburg-Tauern railway line is an Austrian rail route that connects the city of Salzburg with the Tauern region, serving as an important north–south transit corridor through the Alps.
  • B. Regensburg–Passau railway
    The Regensburg–Passau railway is a major rail line in Bavaria, Germany, connecting the cities of Regensburg and Passau along the Danube and serving numerous intermediate towns.
  • C. Munich–Salzburg railway
    The Munich–Salzburg railway is a major trans-European rail corridor in southern Germany that connects Munich with Salzburg, Austria, serving both long-distance and regional passenger traffic.
  • D. Rosenheim–Kufstein railway
    The Rosenheim–Kufstein railway is a key cross-border rail line in Bavaria and Tyrol that forms part of the main route connecting Germany with Austria and Italy.
  • E. Lindau–Bregenz railway
    The Lindau–Bregenz railway is a cross-border rail line connecting the German town of Lindau with the Austrian city of Bregenz along the eastern shore of Lake Constance.
  • 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: Traunseebahn
Triple: [Gmunden, hasTransport, Traunseebahn]
Generated description
Traunseebahn is a historic narrow-gauge railway in Upper Austria that connects the town of Gmunden with surrounding communities along Lake Traunsee.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Traunseebahn
Target entity description: Traunseebahn is a historic narrow-gauge railway in Upper Austria that connects the town of Gmunden with surrounding communities along Lake Traunsee.
  • A. Salzburg-Tauern railway line
    The Salzburg-Tauern railway line is an Austrian rail route that connects the city of Salzburg with the Tauern region, serving as an important north–south transit corridor through the Alps.
  • B. Regensburg–Passau railway
    The Regensburg–Passau railway is a major rail line in Bavaria, Germany, connecting the cities of Regensburg and Passau along the Danube and serving numerous intermediate towns.
  • C. Munich–Salzburg railway
    The Munich–Salzburg railway is a major trans-European rail corridor in southern Germany that connects Munich with Salzburg, Austria, serving both long-distance and regional passenger traffic.
  • D. Rosenheim–Kufstein railway
    The Rosenheim–Kufstein railway is a key cross-border rail line in Bavaria and Tyrol that forms part of the main route connecting Germany with Austria and Italy.
  • E. Lindau–Bregenz railway
    The Lindau–Bregenz railway is a cross-border rail line connecting the German town of Lindau with the Austrian city of Bregenz along the eastern shore of Lake Constance.
  • 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_69d85a0b78bc8190b6e5ad51a2c4cfc5 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e006b7964c8190bc8dc3444b94f15e completed April 15, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69fedd2dc6f08190a8f1612ac29a8654 completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fedf49f1c88190857cb1555e98c97e completed May 9, 2026, 7:16 a.m.
NED2 Entity disambiguation (via description) batch_69fee06a90448190b7733aa5ee8a5d62 completed May 9, 2026, 7:21 a.m.
Created at: April 10, 2026, 3:11 a.m.