Triple

T9630186
Position Surface form Disambiguated ID Type / Status
Subject Matthias Corvinus E232780 entity
Predicate militaryUnitFounded P74567 FINISHED
Object Black Army of Hungary
The Black Army of Hungary was a renowned 15th-century professional mercenary force that served as the core of King Matthias Corvinus’s military power in Central Europe.
E810638 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: Black Army of Hungary | Statement: [Matthias Corvinus, militaryUnitFounded, Black Army of Hungary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Black Army of Hungary
Context triple: [Matthias Corvinus, militaryUnitFounded, Black Army of Hungary]
  • A. Kuruc forces
    The Kuruc forces were anti-Habsburg Hungarian insurgent troops, composed largely of nobles, peasants, and irregular soldiers, who fought for national and religious freedoms in the early 18th century.
  • B. royal Hungarian army
    The Royal Hungarian Army was the principal military force of the Kingdom of Hungary, responsible for defending its territories and engaging in major conflicts throughout its history.
  • C. Army of Bohemia
    The Army of Bohemia was a major coalition force of the Sixth Coalition during the Napoleonic Wars, composed primarily of Austrian, Russian, and Prussian troops and instrumental in the defeat of Napoleon in Central Europe.
  • D. First Hungarian Army
    The First Hungarian Army was a major field army of the Royal Hungarian Honvéd that fought alongside the Axis powers on the Eastern Front during World War II.
  • E. Hungarian gendarmerie
    The Hungarian gendarmerie was a militarized national police force of the Kingdom of Hungary, notorious for its central role in the persecution and deportation of Jews during the Holocaust.
  • 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: Black Army of Hungary
Triple: [Matthias Corvinus, militaryUnitFounded, Black Army of Hungary]
Generated description
The Black Army of Hungary was a renowned 15th-century professional mercenary force that served as the core of King Matthias Corvinus’s military power in Central Europe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Black Army of Hungary
Target entity description: The Black Army of Hungary was a renowned 15th-century professional mercenary force that served as the core of King Matthias Corvinus’s military power in Central Europe.
  • A. Kuruc forces
    The Kuruc forces were anti-Habsburg Hungarian insurgent troops, composed largely of nobles, peasants, and irregular soldiers, who fought for national and religious freedoms in the early 18th century.
  • B. royal Hungarian army
    The Royal Hungarian Army was the principal military force of the Kingdom of Hungary, responsible for defending its territories and engaging in major conflicts throughout its history.
  • C. Army of Bohemia
    The Army of Bohemia was a major coalition force of the Sixth Coalition during the Napoleonic Wars, composed primarily of Austrian, Russian, and Prussian troops and instrumental in the defeat of Napoleon in Central Europe.
  • D. First Hungarian Army
    The First Hungarian Army was a major field army of the Royal Hungarian Honvéd that fought alongside the Axis powers on the Eastern Front during World War II.
  • E. Hungarian gendarmerie
    The Hungarian gendarmerie was a militarized national police force of the Kingdom of Hungary, notorious for its central role in the persecution and deportation of Jews during the Holocaust.
  • 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_69ca848940cc8190b97cec654cb3bb4a completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9b01863c8190a9ec4684804f96bc completed April 1, 2026, 10:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1798bf4f081908fd3731783e441c1 completed April 4, 2026, 8:50 p.m.
NEDg Description generation batch_69d17bf818208190b34f8475b013829a completed April 4, 2026, 9 p.m.
NED2 Entity disambiguation (via description) batch_69d17c597c608190b7a589e3781dc9dd completed April 4, 2026, 9:02 p.m.
Created at: March 30, 2026, 8:11 p.m.