Triple

T9434310
Position Surface form Disambiguated ID Type / Status
Subject Herford E227462 entity
Predicate hasRailwayStation P918 FINISHED
Object Herford station
Herford station is a regional and long-distance railway hub in the town of Herford in North Rhine-Westphalia, Germany.
 E799909 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: Herford station | Statement: [Herford, hasRailwayStation, Herford station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Herford station
Context triple: [Herford, hasRailwayStation, Herford station]
  • A. Nassau (Lahn) station
    Nassau (Lahn) station is a regional railway station serving the town of Nassau in the Lahn valley of Rhineland-Palatinate, Germany.
  • B. Fulda station
    Fulda station is a major railway hub in the German state of Hesse, serving as an important interchange on both high-speed and regional rail routes.
  • C. Emmerich station
    Emmerich station is a railway station in the German town of Emmerich am Rhein that serves as a regional and cross-border transport hub near the Dutch border.
  • D. Krefeld-Fischeln station
    Krefeld-Fischeln station is a local railway station serving the Krefeld district of Fischeln in North Rhine-Westphalia, Germany.
  • E. Handforth railway station
    Handforth railway station is a small suburban rail stop in Handforth, Cheshire, England, providing local and regional services on the Crewe–Manchester line.
  • 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: Herford station
Triple: [Herford, hasRailwayStation, Herford station]
Generated description
Herford station is a regional and long-distance railway hub in the town of Herford in North Rhine-Westphalia, Germany.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Herford station
Target entity description: Herford station is a regional and long-distance railway hub in the town of Herford in North Rhine-Westphalia, Germany.
  • A. Nassau (Lahn) station
    Nassau (Lahn) station is a regional railway station serving the town of Nassau in the Lahn valley of Rhineland-Palatinate, Germany.
  • B. Fulda station
    Fulda station is a major railway hub in the German state of Hesse, serving as an important interchange on both high-speed and regional rail routes.
  • C. Emmerich station
    Emmerich station is a railway station in the German town of Emmerich am Rhein that serves as a regional and cross-border transport hub near the Dutch border.
  • D. Krefeld-Fischeln station
    Krefeld-Fischeln station is a local railway station serving the Krefeld district of Fischeln in North Rhine-Westphalia, Germany.
  • E. Handforth railway station
    Handforth railway station is a small suburban rail stop in Handforth, Cheshire, England, providing local and regional services on the Crewe–Manchester line.
  • 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_69ca8437a7ac81908651de48f2d2141d completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd7e62d53c81908055e0967e6cd54d completed April 1, 2026, 8:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1104a002481909ca805893bac61c6 completed April 4, 2026, 1:21 p.m.
NEDg Description generation batch_69d110ffda7881908e4edd692b818464 completed April 4, 2026, 1:24 p.m.
NED2 Entity disambiguation (via description) batch_69d11190dd6c8190b6318df44daa9858 completed April 4, 2026, 1:26 p.m.
Created at: March 30, 2026, 7:49 p.m.