Triple

T17717989
Position Surface form Disambiguated ID Type / Status
Subject Hemiksem E442255 entity
Predicate hasTransport P1298 FINISHED
Object Hemiksem railway station
Hemiksem railway station is a local train station in the municipality of Hemiksem, Belgium, providing regional rail connections for commuters and travelers.
E1283643 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: Hemiksem railway station | Statement: [Hemiksem, hasTransport, Hemiksem railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hemiksem railway station
Context triple: [Hemiksem, hasTransport, Hemiksem railway station]
  • A. Kemsing railway station
    Kemsing railway station is a small commuter rail stop in Kent, England, serving the village of Kemsing and surrounding rural areas on the line between London and southeastern destinations.
  • B. Basmane railway station
    Basmane railway station is a historic central train terminal in İzmir, Turkey, serving as a major hub for regional and intercity rail services.
  • C. Hyllie railway station
    Hyllie railway station is a major transport hub in Malmö, Sweden, serving regional and international trains and providing direct access to the nearby Øresund Bridge connection to Denmark.
  • D. Stedum railway station
    Stedum railway station is a small regional train stop in the village of Stedum in the Netherlands, serving local rail connections in the province of Groningen.
  • E. Emmen railway station
    Emmen railway station is the main train station serving the town of Emmen in the Netherlands, providing regional rail connections for passengers.
  • 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: Hemiksem railway station
Triple: [Hemiksem, hasTransport, Hemiksem railway station]
Generated description
Hemiksem railway station is a local train station in the municipality of Hemiksem, Belgium, providing regional rail connections for commuters and travelers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hemiksem railway station
Target entity description: Hemiksem railway station is a local train station in the municipality of Hemiksem, Belgium, providing regional rail connections for commuters and travelers.
  • A. Kemsing railway station
    Kemsing railway station is a small commuter rail stop in Kent, England, serving the village of Kemsing and surrounding rural areas on the line between London and southeastern destinations.
  • B. Basmane railway station
    Basmane railway station is a historic central train terminal in İzmir, Turkey, serving as a major hub for regional and intercity rail services.
  • C. Hyllie railway station
    Hyllie railway station is a major transport hub in Malmö, Sweden, serving regional and international trains and providing direct access to the nearby Øresund Bridge connection to Denmark.
  • D. Stedum railway station
    Stedum railway station is a small regional train stop in the village of Stedum in the Netherlands, serving local rail connections in the province of Groningen.
  • E. Emmen railway station
    Emmen railway station is the main train station serving the town of Emmen in the Netherlands, providing regional rail connections for passengers.
  • 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_69d8b9ec79688190b86bdcef85a7b3aa completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e474834aec81909ab7e8224c5a39d7 completed April 19, 2026, 6:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02302bd9b08190979ee441035b17bb completed May 11, 2026, 7:38 p.m.
NEDg Description generation batch_6a023192ea9c819096bf6ed8952f21c4 completed May 11, 2026, 7:44 p.m.
NED2 Entity disambiguation (via description) batch_6a02321a9c6c8190a86ebfdcfa32f786 completed May 11, 2026, 7:46 p.m.
Created at: April 10, 2026, 10:06 a.m.