Triple

T16975208
Position Surface form Disambiguated ID Type / Status
Subject Bamberg Bahnhof E411791 entity
Predicate railwayLine P848 FINISHED
Object Bamberg–Rottendorf railway
The Bamberg–Rottendorf railway is a main line in northern Bavaria, Germany, connecting Bamberg with Rottendorf and forming part of an important regional and long-distance rail corridor.
 E1247209 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: Bamberg–Rottendorf railway | Statement: [Bamberg Bahnhof, railwayLine, Bamberg–Rottendorf railway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bamberg–Rottendorf railway
Context triple: [Bamberg Bahnhof, railwayLine, Bamberg–Rottendorf railway]
  • A. Bamberg–Hof railway
    The Bamberg–Hof railway is a mainline rail route in northern Bavaria, Germany, connecting the city of Bamberg with Hof and serving as an important regional and long-distance transport corridor.
  • B. Forchheim–Ebermannstadt railway
    The Forchheim–Ebermannstadt railway is a regional rail line in Bavaria, Germany, connecting the town of Forchheim with Ebermannstadt through the Franconian Switzerland area.
  • C. 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.
  • D. Würzburg–Bamberg railway
    The Würzburg–Bamberg railway is a major German main line in northern Bavaria that connects the cities of Würzburg and Bamberg and forms part of important long-distance and regional rail routes.
  • E. Nuremberg–Lichtenfels railway
    The Nuremberg–Lichtenfels railway is a mainline rail route in Bavaria, Germany, connecting the city of Nuremberg with the town of Lichtenfels as part of the regional and long-distance rail 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: Bamberg–Rottendorf railway
Triple: [Bamberg Bahnhof, railwayLine, Bamberg–Rottendorf railway]
Generated description
The Bamberg–Rottendorf railway is a main line in northern Bavaria, Germany, connecting Bamberg with Rottendorf and forming part of an important regional and long-distance rail corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bamberg–Rottendorf railway
Target entity description: The Bamberg–Rottendorf railway is a main line in northern Bavaria, Germany, connecting Bamberg with Rottendorf and forming part of an important regional and long-distance rail corridor.
  • A. Bamberg–Hof railway
    The Bamberg–Hof railway is a mainline rail route in northern Bavaria, Germany, connecting the city of Bamberg with Hof and serving as an important regional and long-distance transport corridor.
  • B. Forchheim–Ebermannstadt railway
    The Forchheim–Ebermannstadt railway is a regional rail line in Bavaria, Germany, connecting the town of Forchheim with Ebermannstadt through the Franconian Switzerland area.
  • C. 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.
  • D. Würzburg–Bamberg railway
    The Würzburg–Bamberg railway is a major German main line in northern Bavaria that connects the cities of Würzburg and Bamberg and forms part of important long-distance and regional rail routes.
  • E. Nuremberg–Lichtenfels railway
    The Nuremberg–Lichtenfels railway is a mainline rail route in Bavaria, Germany, connecting the city of Nuremberg with the town of Lichtenfels as part of the regional and long-distance rail 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_69d886ca8f348190812768ea8d5055ce completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d18300c8819080c8bf19962754ba completed April 18, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01232f69308190b4799ffcaaa98eeb completed May 11, 2026, 12:30 a.m.
NEDg Description generation batch_6a0123cc57c08190a570fb0856f999bf completed May 11, 2026, 12:33 a.m.
NED2 Entity disambiguation (via description) batch_6a01244e6d508190ac1441f8da4909c2 completed May 11, 2026, 12:35 a.m.
Created at: April 10, 2026, 5:31 a.m.