Triple

T20909116
Position Surface form Disambiguated ID Type / Status
Subject Heidelberg Hauptbahnhof E514889 entity
Predicate railwayLine P848 FINISHED
Object Mannheim–Karlsruhe railway
The Mannheim–Karlsruhe railway is a major German main line in the Rhine Valley that connects the cities of Mannheim and Karlsruhe and forms part of an important north–south European rail corridor.
E1460229 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: Mannheim–Karlsruhe railway | Statement: [Heidelberg Hauptbahnhof, railwayLine, Mannheim–Karlsruhe railway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mannheim–Karlsruhe railway
Context triple: [Heidelberg Hauptbahnhof, railwayLine, Mannheim–Karlsruhe railway]
  • A. Mannheim–Frankfurt railway
    The Mannheim–Frankfurt railway is a major high-speed and conventional rail corridor in southwestern Germany that connects the cities of Frankfurt am Main and Mannheim and forms part of important national and international routes.
  • B. Karlsruhe–Heilbronn railway
    The Karlsruhe–Heilbronn railway is a regional rail line in southwestern Germany that connects the cities of Karlsruhe and Heilbronn, serving numerous intermediate towns and forming part of the local and regional transport network.
  • C. Mannheim–Saarbrücken railway
    The Mannheim–Saarbrücken railway is a major German main line connecting the Rhine-Neckar metropolitan region with the Saarland, serving as an important corridor for both passenger and freight traffic.
  • D. Mannheim–Weinheim railway
    The Mannheim–Weinheim railway is a regional rail line in the German state of Baden-Württemberg that connects the city of Mannheim with the town of Weinheim, serving as an important commuter and local transport route.
  • E. Darmstadt–Mainz Railway
    The Darmstadt–Mainz Railway is a German rail line connecting the cities of Darmstadt and Mainz, serving as an important regional passenger and freight route in the state of Hesse and neighboring Rhineland-Palatinate.
  • 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: Mannheim–Karlsruhe railway
Triple: [Heidelberg Hauptbahnhof, railwayLine, Mannheim–Karlsruhe railway]
Generated description
The Mannheim–Karlsruhe railway is a major German main line in the Rhine Valley that connects the cities of Mannheim and Karlsruhe and forms part of an important north–south European rail corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mannheim–Karlsruhe railway
Target entity description: The Mannheim–Karlsruhe railway is a major German main line in the Rhine Valley that connects the cities of Mannheim and Karlsruhe and forms part of an important north–south European rail corridor.
  • A. Mannheim–Frankfurt railway
    The Mannheim–Frankfurt railway is a major high-speed and conventional rail corridor in southwestern Germany that connects the cities of Frankfurt am Main and Mannheim and forms part of important national and international routes.
  • B. Karlsruhe–Heilbronn railway
    The Karlsruhe–Heilbronn railway is a regional rail line in southwestern Germany that connects the cities of Karlsruhe and Heilbronn, serving numerous intermediate towns and forming part of the local and regional transport network.
  • C. Mannheim–Saarbrücken railway
    The Mannheim–Saarbrücken railway is a major German main line connecting the Rhine-Neckar metropolitan region with the Saarland, serving as an important corridor for both passenger and freight traffic.
  • D. Mannheim–Weinheim railway
    The Mannheim–Weinheim railway is a regional rail line in the German state of Baden-Württemberg that connects the city of Mannheim with the town of Weinheim, serving as an important commuter and local transport route.
  • E. Darmstadt–Mainz Railway
    The Darmstadt–Mainz Railway is a German rail line connecting the cities of Darmstadt and Mainz, serving as an important regional passenger and freight route in the state of Hesse and neighboring Rhineland-Palatinate.
  • 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_69e0b4f8a1108190bce3d31331290ced completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6e901ca50819080b123af7977efbd completed April 21, 2026, 3:03 a.m.
NED1 Entity disambiguation (via context triple) batch_6a092fa770b48190b0ee529dcab1917d completed May 17, 2026, 3:01 a.m.
NEDg Description generation batch_6a0930f13618819086ae6ff00e293a5c completed May 17, 2026, 3:07 a.m.
NED2 Entity disambiguation (via description) batch_6a0931545b288190baf250d9796eca7d completed May 17, 2026, 3:09 a.m.
Created at: April 16, 2026, 12:48 p.m.