Triple

T5418930
Position Surface form Disambiguated ID Type / Status
Subject Franz Neumann E121199 entity
Predicate doctoralAdvisor P167 FINISHED
Object Hugo Sinzheimer
Hugo Sinzheimer was a pioneering German legal scholar and politician, widely regarded as a founding figure of modern labor law and influential in shaping the Weimar Republic’s social and constitutional framework.
E525971 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: Hugo Sinzheimer | Statement: [Franz Neumann, doctoralAdvisor, Hugo Sinzheimer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hugo Sinzheimer
Context triple: [Franz Neumann, doctoralAdvisor, Hugo Sinzheimer]
  • A. Hugo Eberlein
    Hugo Eberlein was a German communist politician and revolutionary who was a founding figure of the early German communist movement.
  • B. Adolf Borchers
    Adolf Borchers was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front.
  • C. Emil Sieg
    Emil Sieg was a German linguist and philologist known for his pioneering work on Tocharian and other Indo-European languages.
  • D. Victor Schertzinger
    Victor Schertzinger was an American film director, composer, and musician active in the early 20th century, known for his work on Hollywood musicals and comedies.
  • E. Walter Scharf
    Walter Scharf was an American composer, arranger, and conductor best known for his prolific work in film and television scores during the mid-20th century.
  • 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: Hugo Sinzheimer
Triple: [Franz Neumann, doctoralAdvisor, Hugo Sinzheimer]
Generated description
Hugo Sinzheimer was a pioneering German legal scholar and politician, widely regarded as a founding figure of modern labor law and influential in shaping the Weimar Republic’s social and constitutional framework.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hugo Sinzheimer
Target entity description: Hugo Sinzheimer was a pioneering German legal scholar and politician, widely regarded as a founding figure of modern labor law and influential in shaping the Weimar Republic’s social and constitutional framework.
  • A. Hugo Eberlein
    Hugo Eberlein was a German communist politician and revolutionary who was a founding figure of the early German communist movement.
  • B. Adolf Borchers
    Adolf Borchers was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front.
  • C. Emil Sieg
    Emil Sieg was a German linguist and philologist known for his pioneering work on Tocharian and other Indo-European languages.
  • D. Victor Schertzinger
    Victor Schertzinger was an American film director, composer, and musician active in the early 20th century, known for his work on Hollywood musicals and comedies.
  • E. Walter Scharf
    Walter Scharf was an American composer, arranger, and conductor best known for his prolific work in film and television scores during the mid-20th century.
  • 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_69bd463b58d88190b258261573de9e91 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd87e7ae388190b26d16d42e717023 completed March 20, 2026, 5:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69bfa92cad508190a92618d1fda3608e completed March 22, 2026, 8:32 a.m.
NEDg Description generation batch_69bfa9f5b82481909ea3f50c807456ef completed March 22, 2026, 8:36 a.m.
NED2 Entity disambiguation (via description) batch_69bfaa4d87c481909a2b4ad9868c242c completed March 22, 2026, 8:37 a.m.
Created at: March 20, 2026, 2:05 p.m.