Triple

T9683763
Position Surface form Disambiguated ID Type / Status
Subject Hermann E234352 entity
Predicate hasNotableBearer P458 FINISHED
Object Ludwig Hermann
Ludwig Hermann is a relatively obscure individual known primarily as a namesake listed among notable bearers of the surname Hermann.
E824577 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: Ludwig Hermann | Statement: [Hermann, hasNotableBearer, Ludwig Hermann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ludwig Hermann
Context triple: [Hermann, hasNotableBearer, Ludwig Hermann]
  • A. Karl Friedrich Hermann
    Karl Friedrich Hermann was a 19th-century German classical philologist and archaeologist known for his influential work on ancient Greek and Roman literature, culture, and antiquities.
  • B. Johann Friedrich König
    Johann Friedrich König was a prominent 17th-century Lutheran theologian associated with the era of Lutheran orthodoxy.
  • C. Ludwig Schuncke
    Ludwig Schuncke was a 19th-century German pianist and composer closely associated with Robert Schumann and the early Romantic movement in music.
  • D. Karl Gottlob Heyne
    Karl Gottlob Heyne was a German scholar and librarian, known primarily as the son of the influential classical philologist Christian Gottlob Heyne.
  • E. Georg Ehrenfried Groß
    Georg Ehrenfried Groß, better known as George Grosz, was a German artist famed for his biting, satirical depictions of Weimar society and his influential role in the Dada and New Objectivity movements.
  • 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: Ludwig Hermann
Triple: [Hermann, hasNotableBearer, Ludwig Hermann]
Generated description
Ludwig Hermann is a relatively obscure individual known primarily as a namesake listed among notable bearers of the surname Hermann.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ludwig Hermann
Target entity description: Ludwig Hermann is a relatively obscure individual known primarily as a namesake listed among notable bearers of the surname Hermann.
  • A. Karl Friedrich Hermann
    Karl Friedrich Hermann was a 19th-century German classical philologist and archaeologist known for his influential work on ancient Greek and Roman literature, culture, and antiquities.
  • B. Johann Friedrich König
    Johann Friedrich König was a prominent 17th-century Lutheran theologian associated with the era of Lutheran orthodoxy.
  • C. Ludwig Schuncke
    Ludwig Schuncke was a 19th-century German pianist and composer closely associated with Robert Schumann and the early Romantic movement in music.
  • D. Karl Gottlob Heyne
    Karl Gottlob Heyne was a German scholar and librarian, known primarily as the son of the influential classical philologist Christian Gottlob Heyne.
  • E. Georg Ehrenfried Groß
    Georg Ehrenfried Groß, better known as George Grosz, was a German artist famed for his biting, satirical depictions of Weimar society and his influential role in the Dada and New Objectivity movements.
  • 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_69ca84c99e34819092e5563a7106cfca completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9ccf21a08190a1302b933b9e50be completed April 1, 2026, 10:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1d59ab0b48190acc133cc806582cc completed April 5, 2026, 3:23 a.m.
NEDg Description generation batch_69d1d656972881908ca41f7feb0f29c3 completed April 5, 2026, 3:26 a.m.
NED2 Entity disambiguation (via description) batch_69d1d6dc0bd8819082a5ad417ca87a76 completed April 5, 2026, 3:28 a.m.
Created at: March 30, 2026, 8:16 p.m.