Triple

T5459885
Position Surface form Disambiguated ID Type / Status
Subject Stein E122569 entity
Predicate hasNotableBearer P458 FINISHED
Object Lorenz von Stein
Lorenz von Stein was a 19th-century German economist, sociologist, and public administration scholar known for his influential work on the modern state, social reform, and the relationship between class struggle and government.
E623573 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: Lorenz von Stein | Statement: [Stein, hasNotableBearer, Lorenz von Stein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lorenz von Stein
Context triple: [Stein, hasNotableBearer, Lorenz von Stein]
  • A. Franz von Holzhausen
    Franz von Holzhausen is an American automobile designer best known as Tesla’s chief designer, responsible for the styling of vehicles such as the Model S, Model 3, Model X, Model Y, and the Cybertruck.
  • B. Fritz von Tarlenheim
    Fritz von Tarlenheim is a loyal and courageous young nobleman who aids Rudolf Rassendyll in Anthony Hope’s adventure novel "The Prisoner of Zenda."
  • C. Johann Fischer von Waldheim
    Johann Fischer von Waldheim was a German-Russian naturalist and zoologist of the late 18th and early 19th centuries, known for his taxonomic work and for founding the Moscow Society of Naturalists.
  • D. Otto von Lossow
    Otto von Lossow was a Bavarian army officer and Reichswehr general who played a key role in the political tensions surrounding the early Weimar Republic, including events leading up to and during the Beer Hall Putsch.
  • E. Otto de la Roche
    Otto de la Roche was a Burgundian nobleman and crusader who became the first Frankish ruler of the Duchy of Athens after the Fourth Crusade.
  • 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: Lorenz von Stein
Triple: [Stein, hasNotableBearer, Lorenz von Stein]
Generated description
Lorenz von Stein was a 19th-century German economist, sociologist, and public administration scholar known for his influential work on the modern state, social reform, and the relationship between class struggle and government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lorenz von Stein
Target entity description: Lorenz von Stein was a 19th-century German economist, sociologist, and public administration scholar known for his influential work on the modern state, social reform, and the relationship between class struggle and government.
  • A. Franz von Holzhausen
    Franz von Holzhausen is an American automobile designer best known as Tesla’s chief designer, responsible for the styling of vehicles such as the Model S, Model 3, Model X, Model Y, and the Cybertruck.
  • B. Fritz von Tarlenheim
    Fritz von Tarlenheim is a loyal and courageous young nobleman who aids Rudolf Rassendyll in Anthony Hope’s adventure novel "The Prisoner of Zenda."
  • C. Johann Fischer von Waldheim
    Johann Fischer von Waldheim was a German-Russian naturalist and zoologist of the late 18th and early 19th centuries, known for his taxonomic work and for founding the Moscow Society of Naturalists.
  • D. Otto von Lossow
    Otto von Lossow was a Bavarian army officer and Reichswehr general who played a key role in the political tensions surrounding the early Weimar Republic, including events leading up to and during the Beer Hall Putsch.
  • E. Otto de la Roche
    Otto de la Roche was a Burgundian nobleman and crusader who became the first Frankish ruler of the Duchy of Athens after the Fourth Crusade.
  • 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_69bd46424248819085282ddf50a565f3 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91f353c481909ae1a73ae419fb9a completed March 20, 2026, 6:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72f5aca208190824a611c784ab1a1 completed March 28, 2026, 1:31 a.m.
NEDg Description generation batch_69c732492ec48190a91013d9a0ff0543 completed March 28, 2026, 1:43 a.m.
NED2 Entity disambiguation (via description) batch_69c732b9fa3c81909af77d3546917222 completed March 28, 2026, 1:45 a.m.
Created at: March 20, 2026, 2:08 p.m.