Triple

T929582
Position Surface form Disambiguated ID Type / Status
Subject Peasants’ War E20059 entity
Predicate notableLeader P304 FINISHED
Object Hans Müller von Bulgenbach
Hans Müller von Bulgenbach was a prominent early 16th-century German peasant leader who played a key role in organizing and directing rebel forces during the German Peasants’ War.
 E126234 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: Hans Müller von Bulgenbach | Statement: [Peasants’ War, notableLeader, Hans Müller von Bulgenbach]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hans Müller von Bulgenbach
Context triple: [Peasants’ War, notableLeader, Hans Müller von Bulgenbach]
  • A. Heinrich Dau
    Heinrich Dau was the German naval officer who commanded the merchant raider involved in the World War II Altmark Incident.
  • B. Moritz Leuenberger
    Moritz Leuenberger is a Swiss politician and former member of the Federal Council who served as head of the Federal Department of Environment, Transport, Energy and Communications.
  • C. Gotthard Heinrici
    Gotthard Heinrici was a German Wehrmacht field marshal renowned as one of Nazi Germany’s most skilled defensive commanders during World War II, particularly in the war’s final stages.
  • D. Hans Mayer
    Hans Mayer was an Austrian economist of the Austrian School, known for his work on value theory and as a prominent academic in early 20th-century Vienna.
  • E. Friedrich Obleser
    Friedrich Obleser was a German Luftwaffe fighter ace of World War II who later became a senior officer in the postwar West German Air Force (Bundesluftwaffe).
  • 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: Hans Müller von Bulgenbach
Triple: [Peasants’ War, notableLeader, Hans Müller von Bulgenbach]
Generated description
Hans Müller von Bulgenbach was a prominent early 16th-century German peasant leader who played a key role in organizing and directing rebel forces during the German Peasants’ War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hans Müller von Bulgenbach
Target entity description: Hans Müller von Bulgenbach was a prominent early 16th-century German peasant leader who played a key role in organizing and directing rebel forces during the German Peasants’ War.
  • A. Heinrich Dau
    Heinrich Dau was the German naval officer who commanded the merchant raider involved in the World War II Altmark Incident.
  • B. Moritz Leuenberger
    Moritz Leuenberger is a Swiss politician and former member of the Federal Council who served as head of the Federal Department of Environment, Transport, Energy and Communications.
  • C. Gotthard Heinrici
    Gotthard Heinrici was a German Wehrmacht field marshal renowned as one of Nazi Germany’s most skilled defensive commanders during World War II, particularly in the war’s final stages.
  • D. Hans Mayer
    Hans Mayer was an Austrian economist of the Austrian School, known for his work on value theory and as a prominent academic in early 20th-century Vienna.
  • E. Friedrich Obleser
    Friedrich Obleser was a German Luftwaffe fighter ace of World War II who later became a senior officer in the postwar West German Air Force (Bundesluftwaffe).
  • 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_69a493af3dc48190adb7263e6e445ea1 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b349b3d0819090c58b4fb60c6a1b completed March 1, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac4c017e148190b368419cff3872f6 completed March 7, 2026, 4:02 p.m.
NEDg Description generation batch_69ac4c6e67cc8190b6c491c099771fb0 completed March 7, 2026, 4:03 p.m.
NED2 Entity disambiguation (via description) batch_69ac4cfeb3c48190950c8989f49f48d8 completed March 7, 2026, 4:06 p.m.
Created at: March 1, 2026, 7:40 p.m.