Triple

T6957657
Position Surface form Disambiguated ID Type / Status
Subject Nördlingen E161285 entity
Predicate railwayLine P848 FINISHED
Object 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.
 E631237 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–Nördlingen railway | Statement: [Nördlingen, railwayLine, Augsburg–Nördlingen railway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Augsburg–Nördlingen railway
Context triple: [Nördlingen, railwayLine, Augsburg–Nördlingen railway]
  • A. 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.
  • 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. Ulm–Memmingen railway
    The Ulm–Memmingen railway is a regional rail line in southern Germany connecting the cities of Ulm and Memmingen as part of the country’s broader rail network.
  • D. 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.
  • E. Rosenheim–Mühldorf railway
    The Rosenheim–Mühldorf railway is a regional rail line in Bavaria, Germany, connecting the town of Rosenheim with Mühldorf am Inn and serving as part of the area's local and freight transport network.
  • 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–Nördlingen railway
Triple: [Nördlingen, railwayLine, Augsburg–Nördlingen railway]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Augsburg–Nördlingen railway
Target entity description: 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.
  • A. 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.
  • 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. Ulm–Memmingen railway
    The Ulm–Memmingen railway is a regional rail line in southern Germany connecting the cities of Ulm and Memmingen as part of the country’s broader rail network.
  • D. 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.
  • E. Rosenheim–Mühldorf railway
    The Rosenheim–Mühldorf railway is a regional rail line in Bavaria, Germany, connecting the town of Rosenheim with Mühldorf am Inn and serving as part of the area's local and freight transport network.
  • 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_69c68852a9a0819097797e31d492e273 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dad0e52081908b524dc6a66bab01 completed March 27, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7588e2c5c8190a66a0205f3c2bf99 completed March 28, 2026, 4:26 a.m.
NEDg Description generation batch_69c7598d785881909a79ec6be6546a1c completed March 28, 2026, 4:31 a.m.
NED2 Entity disambiguation (via description) batch_69c75a0b33788190a120c42f901ac56e completed March 28, 2026, 4:33 a.m.
Created at: March 27, 2026, 2:29 p.m.