Triple

T8191543
Position Surface form Disambiguated ID Type / Status
Subject Neustadt an der Aisch E191320 entity
Predicate hasRailwayStation P918 FINISHED
Object Neustadt (Aisch) station
Neustadt (Aisch) station is a regional railway station in the town of Neustadt an der Aisch in Bavaria, Germany, serving local passenger rail services.
 E718274 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: Neustadt (Aisch) station | Statement: [Neustadt an der Aisch, hasRailwayStation, Neustadt (Aisch) station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Neustadt (Aisch) station
Context triple: [Neustadt an der Aisch, hasRailwayStation, Neustadt (Aisch) station]
  • A. Weinheim (Bergstraße) station
    Weinheim (Bergstraße) station is a regional railway station in the town of Weinheim in Baden-Württemberg, Germany, serving as a local transport hub on the Bergstraße route.
  • B. Nürnberg-Steinbühl station
    Nürnberg-Steinbühl station is a local railway station in Nuremberg, Germany, serving regional and S-Bahn commuter services within the city’s rail network.
  • C. Nassau (Lahn) station
    Nassau (Lahn) station is a regional railway station serving the town of Nassau in the Lahn valley of Rhineland-Palatinate, Germany.
  • D. Rastatt station
    Rastatt station is the main railway station serving the town of Rastatt in Baden-Württemberg, Germany, providing regional and long-distance rail connections.
  • E. Aue (Sachs) station
    Aue (Sachs) station is a railway station in Aue, Saxony, Germany, serving as a regional transport hub in the Ore Mountains 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: Neustadt (Aisch) station
Triple: [Neustadt an der Aisch, hasRailwayStation, Neustadt (Aisch) station]
Generated description
Neustadt (Aisch) station is a regional railway station in the town of Neustadt an der Aisch in Bavaria, Germany, serving local passenger rail services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Neustadt (Aisch) station
Target entity description: Neustadt (Aisch) station is a regional railway station in the town of Neustadt an der Aisch in Bavaria, Germany, serving local passenger rail services.
  • A. Weinheim (Bergstraße) station
    Weinheim (Bergstraße) station is a regional railway station in the town of Weinheim in Baden-Württemberg, Germany, serving as a local transport hub on the Bergstraße route.
  • B. Nürnberg-Steinbühl station
    Nürnberg-Steinbühl station is a local railway station in Nuremberg, Germany, serving regional and S-Bahn commuter services within the city’s rail network.
  • C. Nassau (Lahn) station
    Nassau (Lahn) station is a regional railway station serving the town of Nassau in the Lahn valley of Rhineland-Palatinate, Germany.
  • D. Rastatt station
    Rastatt station is the main railway station serving the town of Rastatt in Baden-Württemberg, Germany, providing regional and long-distance rail connections.
  • E. Aue (Sachs) station
    Aue (Sachs) station is a railway station in Aue, Saxony, Germany, serving as a regional transport hub in the Ore Mountains 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_69ca82c5b6948190a583c096fb0a6c71 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4da4a6f08190be8088a28d928341 completed March 31, 2026, 4:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69cced979d408190851088c6d3f4df24 completed April 1, 2026, 10:04 a.m.
NEDg Description generation batch_69ccf1b5f95481909fdb08d00d06023e completed April 1, 2026, 10:21 a.m.
NED2 Entity disambiguation (via description) batch_69cd059457788190a900402ee4cd50d5 completed April 1, 2026, 11:46 a.m.
Created at: March 30, 2026, 5:42 p.m.