Triple

T11808657
Position Surface form Disambiguated ID Type / Status
Subject Belgium–Luxembourg border E280812 entity
Predicate partOf P40 FINISHED
Object Belgium–Luxembourg relations
Belgium–Luxembourg relations encompass the political, economic, and cultural ties between the neighboring Benelux countries of Belgium and Luxembourg, characterized by close cooperation and shared institutions.
E308303 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: Belgium–Luxembourg relations | Statement: [Belgium–Luxembourg border, partOf, Belgium–Luxembourg relations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Belgium–Luxembourg relations
Context triple: [Belgium–Luxembourg border, partOf, Belgium–Luxembourg relations]
  • A. Belgium–United States relations
    Belgium–United States relations encompass the diplomatic, economic, and military ties between Belgium and the United States, including cooperation within NATO and other international frameworks.
  • B. Belgian Luxembourg
    Belgian Luxembourg is a province in the Walloon region of southern Belgium, known for its largely rural landscape, Ardennes forests, and historic towns near the borders with Luxembourg and France.
  • C. France–Luxembourg treaties
    The France–Luxembourg treaties are a series of bilateral agreements that define and regulate the political, territorial, and cooperative relations between France and Luxembourg, including their shared border.
  • D. Franco-Dutch relations
    Franco-Dutch relations encompass the historical and contemporary political, military, economic, and cultural interactions between France and the Netherlands, shaped by periods of alliance, conflict, and European integration.
  • E. Belgium and Luxembourg
    Belgium and Luxembourg are neighboring Western European countries that share a close historical, economic, and cultural relationship within the Benelux union.
  • 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: Belgium–Luxembourg relations
Triple: [Belgium–Luxembourg border, partOf, Belgium–Luxembourg relations]
Generated description
Belgium–Luxembourg relations encompass the political, economic, and cultural ties between the neighboring Benelux countries of Belgium and Luxembourg, characterized by close cooperation and shared institutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Belgium–Luxembourg relations
Target entity description: Belgium–Luxembourg relations encompass the political, economic, and cultural ties between the neighboring Benelux countries of Belgium and Luxembourg, characterized by close cooperation and shared institutions.
  • A. Belgium–United States relations
    Belgium–United States relations encompass the diplomatic, economic, and military ties between Belgium and the United States, including cooperation within NATO and other international frameworks.
  • B. Belgian Luxembourg
    Belgian Luxembourg is a province in the Walloon region of southern Belgium, known for its largely rural landscape, Ardennes forests, and historic towns near the borders with Luxembourg and France.
  • C. France–Luxembourg treaties
    The France–Luxembourg treaties are a series of bilateral agreements that define and regulate the political, territorial, and cooperative relations between France and Luxembourg, including their shared border.
  • D. Franco-Dutch relations
    Franco-Dutch relations encompass the historical and contemporary political, military, economic, and cultural interactions between France and the Netherlands, shaped by periods of alliance, conflict, and European integration.
  • E. Belgium and Luxembourg chosen
    Belgium and Luxembourg are neighboring Western European countries that share a close historical, economic, and cultural relationship within the Benelux union.
  • F. None of above.

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_69d6ab26aae88190b2489efcb2a24234 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5c93a1881909b428bf3ed55bb57 completed April 10, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69f131726ab08190ae777bee3ac6df43 completed April 28, 2026, 10:15 p.m.
NEDg Description generation batch_69f141b1c50c819081a8055d951a49de completed April 28, 2026, 11:24 p.m.
NED2 Entity disambiguation (via description) batch_69f14fcb63208190ad1185ad66314fa9 completed April 29, 2026, 12:24 a.m.
Created at: April 8, 2026, 9:42 p.m.