Triple

T22011008
Position Surface form Disambiguated ID Type / Status
Subject Hoogstraten E543571 entity
Predicate hasMunicipalDistrict P78738 FINISHED
Object Loenhout
Loenhout is a village and former municipality in the Antwerp province of Belgium, now functioning as a district of the city of Hoogstraten.
E1546626 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: Loenhout | Statement: [Hoogstraten, hasMunicipalDistrict, Loenhout]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Loenhout
Context triple: [Hoogstraten, hasMunicipalDistrict, Loenhout]
  • A. De Heurne
    De Heurne is a small village in the Dutch province of Gelderland, located in the municipality of Aalten near the German border.
  • B. Oudenarde
    Oudenarde (Oudenaarde) is a historic town in East Flanders, Belgium, known for its medieval architecture, tapestry production, and role in early modern European conflicts.
  • C. Buggenhout
    Buggenhout is a municipality in the Belgian province of East Flanders, known for its extensive forest and traditional breweries.
  • D. Zeveren
    Zeveren is a village in East Flanders, Belgium, that forms part of the city of Deinze.
  • E. Luttelgeest
    Luttelgeest is a small village in the Dutch province of Flevoland, known for its agricultural surroundings and proximity to the Orchideeën Hoeve tropical gardens.
  • 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: Loenhout
Triple: [Hoogstraten, hasMunicipalDistrict, Loenhout]
Generated description
Loenhout is a village and former municipality in the Antwerp province of Belgium, now functioning as a district of the city of Hoogstraten.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Loenhout
Target entity description: Loenhout is a village and former municipality in the Antwerp province of Belgium, now functioning as a district of the city of Hoogstraten.
  • A. De Heurne
    De Heurne is a small village in the Dutch province of Gelderland, located in the municipality of Aalten near the German border.
  • B. Oudenarde
    Oudenarde (Oudenaarde) is a historic town in East Flanders, Belgium, known for its medieval architecture, tapestry production, and role in early modern European conflicts.
  • C. Buggenhout
    Buggenhout is a municipality in the Belgian province of East Flanders, known for its extensive forest and traditional breweries.
  • D. Zeveren
    Zeveren is a village in East Flanders, Belgium, that forms part of the city of Deinze.
  • E. Luttelgeest
    Luttelgeest is a small village in the Dutch province of Flevoland, known for its agricultural surroundings and proximity to the Orchideeën Hoeve tropical gardens.
  • 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_6a0b4de30fb48190b2c0961e8f50f6c6 completed May 18, 2026, 5:35 p.m.
NEDg Description generation batch_6a0b50ca48648190806c5c4af619d1d6 completed May 18, 2026, 5:47 p.m.
NED2 Entity disambiguation (via description) batch_6a0b515b7350819081c9f3a5103687eb completed May 18, 2026, 5:50 p.m.
Created at: April 16, 2026, 8:22 p.m.