Triple

T22011003
Position Surface form Disambiguated ID Type / Status
Subject Hoogstraten E543571 entity
Predicate hasMunicipalDistrict P78738 FINISHED
Object Hoogstraten (town centre)
Hoogstraten (town centre) is the historic core of the Belgian town of Hoogstraten, known for its traditional architecture, central marketplace, and role as the local administrative and commercial hub.
 E1513512 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: Hoogstraten (town centre) | Statement: [Hoogstraten, hasMunicipalDistrict, Hoogstraten (town centre)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hoogstraten (town centre)
Context triple: [Hoogstraten, hasMunicipalDistrict, Hoogstraten (town centre)]
  • A. Twijnstraat area
    The Twijnstraat area is a historic and lively neighborhood in Utrecht, Netherlands, known for its charming streets, local shops, and proximity to the Oudegracht canal.
  • B. Hoofddorpplein
    Hoofddorpplein is a square and traffic hub in Amsterdam’s Hoofddorppleinbuurt neighborhood, known for its local shops, cafes, and public transport connections.
  • C. Van Hoytemastraat shopping street
    Van Hoytemastraat shopping street is a local retail and dining street in The Hague’s Benoordenhout district, known for its neighborhood shops, boutiques, and cafés.
  • D. Nieuwendijk shopping street
    Nieuwendijk shopping street is one of Amsterdam’s oldest and busiest pedestrian shopping streets, lined with a mix of international chains, local boutiques, and eateries.
  • E. Handelsstraat
    Handelsstraat is a commercial street in Brussels, Belgium, known for its shops and central location near key European Union institutions.
  • 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: Hoogstraten (town centre)
Triple: [Hoogstraten, hasMunicipalDistrict, Hoogstraten (town centre)]
Generated description
Hoogstraten (town centre) is the historic core of the Belgian town of Hoogstraten, known for its traditional architecture, central marketplace, and role as the local administrative and commercial hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hoogstraten (town centre)
Target entity description: Hoogstraten (town centre) is the historic core of the Belgian town of Hoogstraten, known for its traditional architecture, central marketplace, and role as the local administrative and commercial hub.
  • A. Twijnstraat area
    The Twijnstraat area is a historic and lively neighborhood in Utrecht, Netherlands, known for its charming streets, local shops, and proximity to the Oudegracht canal.
  • B. Hoofddorpplein
    Hoofddorpplein is a square and traffic hub in Amsterdam’s Hoofddorppleinbuurt neighborhood, known for its local shops, cafes, and public transport connections.
  • C. Van Hoytemastraat shopping street
    Van Hoytemastraat shopping street is a local retail and dining street in The Hague’s Benoordenhout district, known for its neighborhood shops, boutiques, and cafés.
  • D. Nieuwendijk shopping street
    Nieuwendijk shopping street is one of Amsterdam’s oldest and busiest pedestrian shopping streets, lined with a mix of international chains, local boutiques, and eateries.
  • E. Handelsstraat
    Handelsstraat is a commercial street in Brussels, Belgium, known for its shops and central location near key European Union institutions.
  • 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_69e11e2db934819095556760c7d85e4d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127a4338c8190836074d21bfbaf78 completed April 28, 2026, 9:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a7378f3088190a38ae4ac5e44f41d completed May 18, 2026, 2:03 a.m.
NEDg Description generation batch_6a0a748c80b88190aaca0c0540c6f802 completed May 18, 2026, 2:08 a.m.
NED2 Entity disambiguation (via description) batch_6a0a7539f3308190a1ff50ad7cf89545 completed May 18, 2026, 2:11 a.m.
Created at: April 16, 2026, 8:22 p.m.