Triple

T457933
Position Surface form Disambiguated ID Type / Status
Subject French–Luxembourg border E7272 entity
Predicate hasTripoint P13730 FINISHED
Object France–Germany–Luxembourg tripoint
The France–Germany–Luxembourg tripoint is the geographical point in Western Europe where the national borders of France, Germany, and Luxembourg intersect.
 E58426 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: France–Germany–Luxembourg tripoint | Statement: [French–Luxembourg border, hasTripoint, France–Germany–Luxembourg tripoint]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: France–Germany–Luxembourg tripoint
Context triple: [French–Luxembourg border, hasTripoint, France–Germany–Luxembourg tripoint]
  • A. Belgium–France–Luxembourg tripoint
    The Belgium–France–Luxembourg tripoint is the geographical point in Western Europe where the national borders of Belgium, France, and Luxembourg intersect.
  • B. French–Luxembourg border
    The French–Luxembourg border is the international boundary between France and Luxembourg, historically significant as part of the fortified frontier region that included sections of the Maginot Line.
  • C. France–Switzerland border
    The France–Switzerland border is an international boundary in Western Europe separating France and Switzerland, notable for crossing major transport routes and sites such as the CERN research complex near Geneva.
  • D. French–Italian border
    The French–Italian border is the mountainous international boundary between France and Italy, running largely through the Alps and historically fortified and contested.
  • E. Saarland
    Saarland is a small federal state in southwestern Germany known for its industrial history, Franco-German cultural influences, and location along the borders with France and Luxembourg.
  • 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: France–Germany–Luxembourg tripoint
Triple: [French–Luxembourg border, hasTripoint, France–Germany–Luxembourg tripoint]
Generated description
The France–Germany–Luxembourg tripoint is the geographical point in Western Europe where the national borders of France, Germany, and Luxembourg intersect.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: France–Germany–Luxembourg tripoint
Target entity description: The France–Germany–Luxembourg tripoint is the geographical point in Western Europe where the national borders of France, Germany, and Luxembourg intersect.
  • A. Belgium–France–Luxembourg tripoint
    The Belgium–France–Luxembourg tripoint is the geographical point in Western Europe where the national borders of Belgium, France, and Luxembourg intersect.
  • B. French–Luxembourg border
    The French–Luxembourg border is the international boundary between France and Luxembourg, historically significant as part of the fortified frontier region that included sections of the Maginot Line.
  • C. France–Switzerland border
    The France–Switzerland border is an international boundary in Western Europe separating France and Switzerland, notable for crossing major transport routes and sites such as the CERN research complex near Geneva.
  • D. French–Italian border
    The French–Italian border is the mountainous international boundary between France and Italy, running largely through the Alps and historically fortified and contested.
  • E. Saarland
    Saarland is a small federal state in southwestern Germany known for its industrial history, Franco-German cultural influences, and location along the borders with France and Luxembourg.
  • 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_69a2e7e5c5bc8190a1dc8178218fba40 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2f01ec5148190b74e1727712f1163 completed Feb. 28, 2026, 1:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69a457fed1548190b50d72886828b650 completed March 1, 2026, 3:15 p.m.
NEDg Description generation batch_69a4589d77408190b2d1b49e38b4ca4e completed March 1, 2026, 3:17 p.m.
NED2 Entity disambiguation (via description) batch_69a45908403081909980377fe1741c41 completed March 1, 2026, 3:19 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.