Triple

T5658851
Position Surface form Disambiguated ID Type / Status
Subject Flemish Limburg E124685 entity
Predicate hasMunicipality P847 FINISHED
Object Leopoldsburg
Leopoldsburg is a municipality in the Belgian province of Limburg, known for its historic military camp and garrison town character.
E537809 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: Leopoldsburg | Statement: [Flemish Limburg, hasMunicipality, Leopoldsburg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leopoldsburg
Context triple: [Flemish Limburg, hasMunicipality, Leopoldsburg]
  • A. House of Reuss
    The House of Reuss is a historic German noble family best known for its long-standing rule over small Thuringian principalities and its tradition of naming all male members Heinrich.
  • B. Duchy of Arenberg
    The Duchy of Arenberg was a small sovereign state of the Holy Roman Empire, ruled by the House of Arenberg and located mainly in what is now western Germany and eastern Belgium.
  • C. House of Leuchtenberg
    The House of Leuchtenberg was a European noble dynasty founded in the 19th century by Eugène de Beauharnais, Napoleon Bonaparte’s stepson, which held prominent titles and lands in Bavaria and Russia.
  • D. House of Palatinate-Neuburg
    The House of Palatinate-Neuburg was a cadet branch of the Wittelsbach dynasty that ruled territories in the Holy Roman Empire and provided several influential European consorts and princes.
  • E. Duchy of Zweibrücken
    The Duchy of Zweibrücken was a small territorial state within the Holy Roman Empire, centered on the town of Zweibrücken in present-day Germany and historically associated with the Palatine branch of the Wittelsbach dynasty.
  • 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: Leopoldsburg
Triple: [Flemish Limburg, hasMunicipality, Leopoldsburg]
Generated description
Leopoldsburg is a municipality in the Belgian province of Limburg, known for its historic military camp and garrison town character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leopoldsburg
Target entity description: Leopoldsburg is a municipality in the Belgian province of Limburg, known for its historic military camp and garrison town character.
  • A. House of Reuss
    The House of Reuss is a historic German noble family best known for its long-standing rule over small Thuringian principalities and its tradition of naming all male members Heinrich.
  • B. Duchy of Arenberg
    The Duchy of Arenberg was a small sovereign state of the Holy Roman Empire, ruled by the House of Arenberg and located mainly in what is now western Germany and eastern Belgium.
  • C. House of Leuchtenberg
    The House of Leuchtenberg was a European noble dynasty founded in the 19th century by Eugène de Beauharnais, Napoleon Bonaparte’s stepson, which held prominent titles and lands in Bavaria and Russia.
  • D. House of Palatinate-Neuburg
    The House of Palatinate-Neuburg was a cadet branch of the Wittelsbach dynasty that ruled territories in the Holy Roman Empire and provided several influential European consorts and princes.
  • E. Duchy of Zweibrücken
    The Duchy of Zweibrücken was a small territorial state within the Holy Roman Empire, centered on the town of Zweibrücken in present-day Germany and historically associated with the Palatine branch of the Wittelsbach dynasty.
  • 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_69c0082774a481909d7e63fb2aad56ac completed March 22, 2026, 3:17 p.m.
NER Named-entity recognition batch_69c022fd9b148190bd4aa9c43500949f completed March 22, 2026, 5:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04da37ffc819095f33e7e66e7c1d0 completed March 22, 2026, 8:14 p.m.
NEDg Description generation batch_69c04edf30448190a60eda49b8b031a0 completed March 22, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69c04fb62690819083327781cb857ccc completed March 22, 2026, 8:23 p.m.
Created at: March 22, 2026, 3:42 p.m.