Triple

T9683789
Position Surface form Disambiguated ID Type / Status
Subject Hermann E234352 entity
Predicate hasNotableBearer P458 FINISHED
Object Arthur Hermann
Arthur Hermann is a notable individual who shares the surname Hermann and is recognized enough to be specifically identified among its bearers.
 E815255 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: Arthur Hermann | Statement: [Hermann, hasNotableBearer, Arthur Hermann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arthur Hermann
Context triple: [Hermann, hasNotableBearer, Arthur Hermann]
  • A. Edward Anhalt
    Edward Anhalt was an American screenwriter and producer best known for his Academy Award–winning work on films such as "Panic in the Streets" and "Becket."
  • B. John Hermann
    John Hermann is an American keyboardist best known as a longtime member of the Southern rock/jam band Widespread Panic.
  • C. Herbert Weinert
    Herbert Weinert is an individual notable enough to be recognized as a prominent bearer of the surname Weinert.
  • D. Richard Hildebrandt
    Richard Hildebrandt was a high-ranking SS official and head of the SS Race and Settlement Main Office who was prosecuted after World War II for his role in Nazi racial policies and crimes against humanity.
  • E. Carl Werner
    Carl Werner is a personal name shared by several notable individuals, including figures in fields such as art, science, and sports.
  • 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: Arthur Hermann
Triple: [Hermann, hasNotableBearer, Arthur Hermann]
Generated description
Arthur Hermann is a notable individual who shares the surname Hermann and is recognized enough to be specifically identified among its bearers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arthur Hermann
Target entity description: Arthur Hermann is a notable individual who shares the surname Hermann and is recognized enough to be specifically identified among its bearers.
  • A. Edward Anhalt
    Edward Anhalt was an American screenwriter and producer best known for his Academy Award–winning work on films such as "Panic in the Streets" and "Becket."
  • B. John Hermann
    John Hermann is an American keyboardist best known as a longtime member of the Southern rock/jam band Widespread Panic.
  • C. Herbert Weinert
    Herbert Weinert is an individual notable enough to be recognized as a prominent bearer of the surname Weinert.
  • D. Richard Hildebrandt
    Richard Hildebrandt was a high-ranking SS official and head of the SS Race and Settlement Main Office who was prosecuted after World War II for his role in Nazi racial policies and crimes against humanity.
  • E. Carl Werner
    Carl Werner is a personal name shared by several notable individuals, including figures in fields such as art, science, and sports.
  • 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_69d19106e67881909505287620d2f781 completed April 4, 2026, 10:30 p.m.
NEDg Description generation batch_69d19375fd8481909620e8e68d73ec17 completed April 4, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69d19416efd48190865d0178e5e893fa completed April 4, 2026, 10:43 p.m.
Created at: March 30, 2026, 8:16 p.m.