Triple

T22003157
Position Surface form Disambiguated ID Type / Status
Subject Augsburg Hauptbahnhof E543382 entity
Predicate partOf P40 FINISHED
Object Augsburg–Buchloe railway
The Augsburg–Buchloe railway is a key rail line in Bavaria, Germany, connecting the city of Augsburg with Buchloe and forming part of important regional and long-distance routes.
 E1517597 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: Augsburg–Buchloe railway | Statement: [Augsburg Hauptbahnhof, partOf, Augsburg–Buchloe railway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Augsburg–Buchloe railway
Context triple: [Augsburg Hauptbahnhof, partOf, Augsburg–Buchloe railway]
  • A. Augsburg–Donauwörth railway
    The Augsburg–Donauwörth railway is a major double-track, electrified main line in Bavaria, Germany, forming part of the important north–south rail corridor between Munich and Nuremberg via Augsburg.
  • B. 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.
  • C. Munich–Buchloe railway
    The Munich–Buchloe railway is a major rail line in Bavaria, Germany, connecting Munich with the Allgäu region and serving as an important route for both regional and long-distance passenger services.
  • D. Augsburg–Nördlingen railway
    The Augsburg–Nördlingen railway is a historic railway line in Bavaria, Germany, connecting the city of Augsburg with the town of Nördlingen and serving as part of the regional transport network.
  • E. Ulm–Donauwörth railway
    The Ulm–Donauwörth railway is a major rail line in southern Germany that connects the cities of Ulm and Donauwörth as part of the regional and long-distance rail network in Bavaria and Baden-Württemberg.
  • 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: Augsburg–Buchloe railway
Triple: [Augsburg Hauptbahnhof, partOf, Augsburg–Buchloe railway]
Generated description
The Augsburg–Buchloe railway is a key rail line in Bavaria, Germany, connecting the city of Augsburg with Buchloe and forming part of important regional and long-distance routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Augsburg–Buchloe railway
Target entity description: The Augsburg–Buchloe railway is a key rail line in Bavaria, Germany, connecting the city of Augsburg with Buchloe and forming part of important regional and long-distance routes.
  • A. Augsburg–Donauwörth railway
    The Augsburg–Donauwörth railway is a major double-track, electrified main line in Bavaria, Germany, forming part of the important north–south rail corridor between Munich and Nuremberg via Augsburg.
  • B. 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.
  • C. Munich–Buchloe railway
    The Munich–Buchloe railway is a major rail line in Bavaria, Germany, connecting Munich with the Allgäu region and serving as an important route for both regional and long-distance passenger services.
  • D. Augsburg–Nördlingen railway
    The Augsburg–Nördlingen railway is a historic railway line in Bavaria, Germany, connecting the city of Augsburg with the town of Nördlingen and serving as part of the regional transport network.
  • E. Ulm–Donauwörth railway
    The Ulm–Donauwörth railway is a major rail line in southern Germany that connects the cities of Ulm and Donauwörth as part of the regional and long-distance rail network in Bavaria and Baden-Württemberg.
  • 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_69e11e2c814c8190837d072789000486 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1276cab5c8190ac1236fde7e0394a completed April 28, 2026, 9:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a809cc7fc81908c9d7164ed135b41 completed May 18, 2026, 2:59 a.m.
NEDg Description generation batch_6a0a8484d02c8190a030f896a697820e completed May 18, 2026, 3:16 a.m.
NED2 Entity disambiguation (via description) batch_6a0a8538ae648190b1c6315a7af34d3f completed May 18, 2026, 3:19 a.m.
Created at: April 16, 2026, 8:20 p.m.