Triple

T7535282
Position Surface form Disambiguated ID Type / Status
Subject Handforth E178133 entity
Predicate hasRailwayStation P918 FINISHED
Object 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.
 E670979 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: Handforth railway station | Statement: [Handforth, hasRailwayStation, Handforth railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Handforth railway station
Context triple: [Handforth, hasRailwayStation, Handforth railway station]
  • A. Ahaus station
    Ahaus station is a regional railway station in the town of Ahaus in North Rhine-Westphalia, Germany, serving local passenger rail services.
  • B. Remscheid-Lennep station
    Remscheid-Lennep station is a regional railway station in the Lennep district of Remscheid, Germany, serving as a local transport hub in North Rhine-Westphalia.
  • C. Dillenburg station
    Dillenburg station is a regional railway station in the town of Dillenburg in Hesse, Germany, serving as a local transport hub for passenger rail services.
  • D. Gronau (Westf) station
    Gronau (Westf) station is a railway station in the town of Gronau in North Rhine-Westphalia, Germany, serving regional passenger rail services.
  • E. 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.
  • 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: Handforth railway station
Triple: [Handforth, hasRailwayStation, Handforth railway station]
Generated description
Handforth railway station is a small suburban rail stop in Handforth, Cheshire, England, providing local and regional services on the Crewe–Manchester line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Handforth railway station
Target entity description: Handforth railway station is a small suburban rail stop in Handforth, Cheshire, England, providing local and regional services on the Crewe–Manchester line.
  • A. Ahaus station
    Ahaus station is a regional railway station in the town of Ahaus in North Rhine-Westphalia, Germany, serving local passenger rail services.
  • B. Remscheid-Lennep station
    Remscheid-Lennep station is a regional railway station in the Lennep district of Remscheid, Germany, serving as a local transport hub in North Rhine-Westphalia.
  • C. Dillenburg station
    Dillenburg station is a regional railway station in the town of Dillenburg in Hesse, Germany, serving as a local transport hub for passenger rail services.
  • D. Gronau (Westf) station
    Gronau (Westf) station is a railway station in the town of Gronau in North Rhine-Westphalia, Germany, serving regional passenger rail services.
  • E. 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.
  • 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_69c69f2acdbc8190b5a8320168c1d0ba completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f84c13208190971096a0b81b0ff2 completed March 27, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84f0c02148190bb5f63cf9891ec0c completed March 28, 2026, 9:58 p.m.
NEDg Description generation batch_69c84f9ce82081908813a1185b9b3570 completed March 28, 2026, 10:01 p.m.
NED2 Entity disambiguation (via description) batch_69c8500e64788190b196988290aea7d7 completed March 28, 2026, 10:02 p.m.
Created at: March 27, 2026, 3:47 p.m.