Triple

T23135197
Position Surface form Disambiguated ID Type / Status
Subject Treuchtlingen E577295 entity
Predicate transportConnection P1298 FINISHED
Object Treuchtlingen–Ingolstadt railway
The Treuchtlingen–Ingolstadt railway is a regional rail line in Bavaria, Germany, forming part of an important north–south route that connects the Franconian region with Ingolstadt and the wider German rail network.
 E709096 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: Treuchtlingen–Ingolstadt railway | Statement: [Treuchtlingen, transportConnection, Treuchtlingen–Ingolstadt railway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Treuchtlingen–Ingolstadt railway
Context triple: [Treuchtlingen, transportConnection, Treuchtlingen–Ingolstadt railway]
  • A. Augsburg–Ingolstadt railway
    The Augsburg–Ingolstadt railway is a German rail line in Bavaria that connects the cities of Augsburg and Ingolstadt, serving as an important regional and intercity transport route.
  • B. Würzburg–Treuchtlingen railway
    The Würzburg–Treuchtlingen railway is a major German main line in northern Bavaria that connects Würzburg with Treuchtlingen and forms an important north–south rail corridor.
  • C. 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.
  • D. 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.
  • E. Treuchtlingen–Pleinfeld railway line
    The Treuchtlingen–Pleinfeld railway line is a regional rail route in Bavaria, Germany, forming part of the local network that connects towns such as Weißenburg in Bayern with larger transport hubs.
  • 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: Treuchtlingen–Ingolstadt railway
Triple: [Treuchtlingen, transportConnection, Treuchtlingen–Ingolstadt railway]
Generated description
The Treuchtlingen–Ingolstadt railway is a regional rail line in Bavaria, Germany, forming part of an important north–south route that connects the Franconian region with Ingolstadt and the wider German rail network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Treuchtlingen–Ingolstadt railway
Target entity description: The Treuchtlingen–Ingolstadt railway is a regional rail line in Bavaria, Germany, forming part of an important north–south route that connects the Franconian region with Ingolstadt and the wider German rail network.
  • A. Augsburg–Ingolstadt railway
    The Augsburg–Ingolstadt railway is a German rail line in Bavaria that connects the cities of Augsburg and Ingolstadt, serving as an important regional and intercity transport route.
  • B. Würzburg–Treuchtlingen railway chosen
    The Würzburg–Treuchtlingen railway is a major German main line in northern Bavaria that connects Würzburg with Treuchtlingen and forms an important north–south rail corridor.
  • C. 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.
  • D. 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.
  • E. Treuchtlingen–Pleinfeld railway line
    The Treuchtlingen–Pleinfeld railway line is a regional rail route in Bavaria, Germany, forming part of the local network that connects towns such as Weißenburg in Bayern with larger transport hubs.
  • F. None of above.

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_69e245f7b0e481909c473ff4e6a54e2c completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18e8b694c8190b9ead00ea0576d90 completed April 29, 2026, 4:52 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4c6ce50c8190a49b4f3ef1d81783 completed May 19, 2026, 11:41 a.m.
NEDg Description generation batch_6a0c4f1cc11c81909859dd9837736ff6 completed May 19, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4f796b688190a8971ebd238e08f2 completed May 19, 2026, 11:54 a.m.
Created at: April 17, 2026, 4 p.m.