Triple

T20642929
Position Surface form Disambiguated ID Type / Status
Subject Hannover Fairground E507275 entity
Predicate publicTransportConnection P3791 FINISHED
Object Hannover Messe/Laatzen railway station
Hannover Messe/Laatzen railway station is a major transport hub in Laatzen, Germany, serving visitors to the Hannover Fairground and providing regional and long-distance rail connections.
E1442109 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: Hannover Messe/Laatzen railway station | Statement: [Hannover Fairground, publicTransportConnection, Hannover Messe/Laatzen railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hannover Messe/Laatzen railway station
Context triple: [Hannover Fairground, publicTransportConnection, Hannover Messe/Laatzen railway station]
  • A. Hannover Hauptbahnhof
    Hannover Hauptbahnhof is the main central railway station of Hanover, Germany, serving as a major national and international transport hub.
  • B. Hagen Hauptbahnhof
    Hagen Hauptbahnhof is the main railway station and central transport hub of the city of Hagen in North Rhine-Westphalia, Germany.
  • 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. Bad Oeynhausen railway station
    Bad Oeynhausen railway station is the main passenger rail hub serving the spa town of Bad Oeynhausen in North Rhine-Westphalia, Germany.
  • E. Hanau Hauptbahnhof
    Hanau Hauptbahnhof is the main railway station of the city of Hanau in Hesse, Germany, serving as an important regional and long-distance transport hub.
  • 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: Hannover Messe/Laatzen railway station
Triple: [Hannover Fairground, publicTransportConnection, Hannover Messe/Laatzen railway station]
Generated description
Hannover Messe/Laatzen railway station is a major transport hub in Laatzen, Germany, serving visitors to the Hannover Fairground and providing regional and long-distance rail connections.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hannover Messe/Laatzen railway station
Target entity description: Hannover Messe/Laatzen railway station is a major transport hub in Laatzen, Germany, serving visitors to the Hannover Fairground and providing regional and long-distance rail connections.
  • A. Hannover Hauptbahnhof
    Hannover Hauptbahnhof is the main central railway station of Hanover, Germany, serving as a major national and international transport hub.
  • B. Hagen Hauptbahnhof
    Hagen Hauptbahnhof is the main railway station and central transport hub of the city of Hagen in North Rhine-Westphalia, Germany.
  • 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. Bad Oeynhausen railway station
    Bad Oeynhausen railway station is the main passenger rail hub serving the spa town of Bad Oeynhausen in North Rhine-Westphalia, Germany.
  • E. Hanau Hauptbahnhof
    Hanau Hauptbahnhof is the main railway station of the city of Hanau in Hesse, Germany, serving as an important regional and long-distance transport hub.
  • 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_69e0b4be702c8190a3d2410a881d310a completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6af1c51f48190abba54a5aace9fc8 completed April 20, 2026, 10:56 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08c58cb86c81909b48e3cb231de171 completed May 16, 2026, 7:29 p.m.
NEDg Description generation batch_6a08c61afe688190bb6f755386e3df18 completed May 16, 2026, 7:31 p.m.
NED2 Entity disambiguation (via description) batch_6a08c6d846608190a1412b521b487ae7 completed May 16, 2026, 7:34 p.m.
Created at: April 16, 2026, 11:43 a.m.