Triple

T21328647
Position Surface form Disambiguated ID Type / Status
Subject Fürstenfeldbruck E525834 entity
Predicate hasRailConnection P848 FINISHED
Object Munich–Augsburg railway
The Munich–Augsburg railway is one of Germany’s oldest and busiest mainline routes, connecting the Bavarian capital Munich with the city of Augsburg as a key regional and long-distance transport corridor.
E1479098 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: Munich–Augsburg railway | Statement: [Fürstenfeldbruck, hasRailConnection, Munich–Augsburg railway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Munich–Augsburg railway
Context triple: [Fürstenfeldbruck, hasRailConnection, Munich–Augsburg railway]
  • A. Munich–Regensburg railway
    The Munich–Regensburg railway is a major rail line in Bavaria, Germany, linking Munich with Regensburg and serving important intermediate cities such as Freising.
  • B. Nuremberg–Augsburg railway
    The Nuremberg–Augsburg railway is a major rail route in Bavaria, Germany, connecting the cities of Nuremberg and Augsburg and serving as an important corridor for both regional and long-distance passenger and freight traffic.
  • C. Munich–Rosenheim railway line
    The Munich–Rosenheim railway line is a major rail route in Bavaria, Germany, connecting Munich with Rosenheim and serving as an important corridor for regional, long-distance, and international train services.
  • D. Ulm–Augsburg railway
    The Ulm–Augsburg railway is a major rail line in southern Germany that connects the cities of Ulm and Augsburg and forms part of an important east–west transport corridor.
  • E. Nuremberg–Bamberg railway
    The Nuremberg–Bamberg railway is a major German main line in Bavaria that connects the cities of Nuremberg and Bamberg and forms part of important regional and long-distance rail routes.
  • 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: Munich–Augsburg railway
Triple: [Fürstenfeldbruck, hasRailConnection, Munich–Augsburg railway]
Generated description
The Munich–Augsburg railway is one of Germany’s oldest and busiest mainline routes, connecting the Bavarian capital Munich with the city of Augsburg as a key regional and long-distance transport corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Munich–Augsburg railway
Target entity description: The Munich–Augsburg railway is one of Germany’s oldest and busiest mainline routes, connecting the Bavarian capital Munich with the city of Augsburg as a key regional and long-distance transport corridor.
  • A. Munich–Regensburg railway
    The Munich–Regensburg railway is a major rail line in Bavaria, Germany, linking Munich with Regensburg and serving important intermediate cities such as Freising.
  • B. Nuremberg–Augsburg railway
    The Nuremberg–Augsburg railway is a major rail route in Bavaria, Germany, connecting the cities of Nuremberg and Augsburg and serving as an important corridor for both regional and long-distance passenger and freight traffic.
  • C. Munich–Rosenheim railway line
    The Munich–Rosenheim railway line is a major rail route in Bavaria, Germany, connecting Munich with Rosenheim and serving as an important corridor for regional, long-distance, and international train services.
  • D. Ulm–Augsburg railway
    The Ulm–Augsburg railway is a major rail line in southern Germany that connects the cities of Ulm and Augsburg and forms part of an important east–west transport corridor.
  • E. Nuremberg–Bamberg railway
    The Nuremberg–Bamberg railway is a major German main line in Bavaria that connects the cities of Nuremberg and Bamberg and forms part of important regional and long-distance rail routes.
  • 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_69e0b51b90788190a4dd823d962626da completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7ab4e88848190b6efe85a4c8cd85a completed April 21, 2026, 4:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09a5bc6710819086935b80f3d669cd completed May 17, 2026, 11:25 a.m.
NEDg Description generation batch_6a09a6848c1c8190992ae7cdfeabdcf8 completed May 17, 2026, 11:29 a.m.
NED2 Entity disambiguation (via description) batch_6a09aae23f2c81908f08d290277e22f9 completed May 17, 2026, 11:47 a.m.
Created at: April 16, 2026, 4:42 p.m.