Triple

T21784879
Position Surface form Disambiguated ID Type / Status
Subject Ham E537808 entity
Predicate belongsToNUTSRegion P9956 FINISHED
Object BE22 (Limburg)
BE22 (Limburg) is the NUTS 2 statistical region corresponding to the Belgian province of Limburg, used for European Union regional analysis and funding allocation.
E1502603 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: BE22 (Limburg) | Statement: [Ham, belongsToNUTSRegion, BE22 (Limburg)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: BE22 (Limburg)
Context triple: [Ham, belongsToNUTSRegion, BE22 (Limburg)]
  • A. BE32 Hainaut
    BE32 Hainaut is a NUTS 2 statistical region in Belgium corresponding to the province of Hainaut in the Walloon Region.
  • B. BE241 (Vlaams-Brabant)
    BE241 (Vlaams-Brabant) is a NUTS 3 statistical region in the Belgian province of Flemish Brabant that includes municipalities such as Steenokkerzeel.
  • C. BE25 (Prov. West-Vlaanderen)
    BE25 (Prov. West-Vlaanderen) is the NUTS statistical region corresponding to the Belgian province of West Flanders, used for European Union regional analysis and funding allocation.
  • D. Well (Limburg)
    Well (Limburg) is a village in the Dutch province of Limburg, known for its rural setting near the river Maas and historic castle estate.
  • E. Beelen
    Beelen is a small municipality in the German state of North Rhine-Westphalia, known for its rural character and location within the Münsterland region.
  • 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: BE22 (Limburg)
Triple: [Ham, belongsToNUTSRegion, BE22 (Limburg)]
Generated description
BE22 (Limburg) is the NUTS 2 statistical region corresponding to the Belgian province of Limburg, used for European Union regional analysis and funding allocation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: BE22 (Limburg)
Target entity description: BE22 (Limburg) is the NUTS 2 statistical region corresponding to the Belgian province of Limburg, used for European Union regional analysis and funding allocation.
  • A. BE32 Hainaut
    BE32 Hainaut is a NUTS 2 statistical region in Belgium corresponding to the province of Hainaut in the Walloon Region.
  • B. BE241 (Vlaams-Brabant)
    BE241 (Vlaams-Brabant) is a NUTS 3 statistical region in the Belgian province of Flemish Brabant that includes municipalities such as Steenokkerzeel.
  • C. BE25 (Prov. West-Vlaanderen)
    BE25 (Prov. West-Vlaanderen) is the NUTS statistical region corresponding to the Belgian province of West Flanders, used for European Union regional analysis and funding allocation.
  • D. Well (Limburg)
    Well (Limburg) is a village in the Dutch province of Limburg, known for its rural setting near the river Maas and historic castle estate.
  • E. Beelen
    Beelen is a small municipality in the German state of North Rhine-Westphalia, known for its rural character and location within the Münsterland region.
  • 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_69e0c47198f881908cb0d237266c10e9 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f04630f4f08190910b9e499a4249ca completed April 28, 2026, 5:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a3e71399c8190b80ebe0870bbcda9 completed May 17, 2026, 10:17 p.m.
NEDg Description generation batch_6a0a3f80ad2c8190bc9b8de10b37c826 completed May 17, 2026, 10:21 p.m.
NED2 Entity disambiguation (via description) batch_6a0a402328f88190aedece0522614d71 completed May 17, 2026, 10:24 p.m.
Created at: April 16, 2026, 6:52 p.m.