Triple

T4342266
Position Surface form Disambiguated ID Type / Status
Subject Protectorate government E97809 entity
Predicate notableHeadOfGovernment P307 FINISHED
Object Richard Bienert
Richard Bienert was a Czech politician who briefly served as the last prime minister of the Nazi-controlled Protectorate of Bohemia and Moravia during World War II.
E522053 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: Richard Bienert | Statement: [Protectorate government, notableHeadOfGovernment, Richard Bienert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Richard Bienert
Context triple: [Protectorate government, notableHeadOfGovernment, Richard Bienert]
  • A. Richard Riemerschmid
    Richard Riemerschmid was a pioneering German architect and designer associated with Jugendstil and early modernism, known for his influential role in uniting art, craft, and industry.
  • B. Robert Ochsenfeld
    Robert Ochsenfeld was a German physicist best known for co-discovering the Meissner effect, a fundamental phenomenon in superconductivity.
  • C. Robert Schrader
    Robert Schrader is a mathematical physicist best known for co-developing the Osterwalder–Schrader axioms, which provide a rigorous foundation for Euclidean quantum field theory.
  • D. William Steinkamp
    William Steinkamp is an American film editor known for his long-time collaboration with director Sydney Pollack and his work on several acclaimed Hollywood films.
  • E. Richard Berkling
    Richard Berkling is a Swedish sports executive best known for serving as chairman of the football club IFK Göteborg.
  • 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: Richard Bienert
Triple: [Protectorate government, notableHeadOfGovernment, Richard Bienert]
Generated description
Richard Bienert was a Czech politician who briefly served as the last prime minister of the Nazi-controlled Protectorate of Bohemia and Moravia during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Richard Bienert
Target entity description: Richard Bienert was a Czech politician who briefly served as the last prime minister of the Nazi-controlled Protectorate of Bohemia and Moravia during World War II.
  • A. Richard Riemerschmid
    Richard Riemerschmid was a pioneering German architect and designer associated with Jugendstil and early modernism, known for his influential role in uniting art, craft, and industry.
  • B. Robert Ochsenfeld
    Robert Ochsenfeld was a German physicist best known for co-discovering the Meissner effect, a fundamental phenomenon in superconductivity.
  • C. Robert Schrader
    Robert Schrader is a mathematical physicist best known for co-developing the Osterwalder–Schrader axioms, which provide a rigorous foundation for Euclidean quantum field theory.
  • D. William Steinkamp
    William Steinkamp is an American film editor known for his long-time collaboration with director Sydney Pollack and his work on several acclaimed Hollywood films.
  • E. Richard Berkling
    Richard Berkling is a Swedish sports executive best known for serving as chairman of the football club IFK Göteborg.
  • 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_69b34548402c819085ab68b27c235a87 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351878c148190b384053479d41caf completed March 12, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf4865e65c81909165e7c6fed0d2ff completed March 22, 2026, 1:39 a.m.
NEDg Description generation batch_69bf492769b08190a3675893ff3473c1 completed March 22, 2026, 1:43 a.m.
NED2 Entity disambiguation (via description) batch_69bf49956ee48190b74fa50728d4248b completed March 22, 2026, 1:44 a.m.
Created at: March 12, 2026, 11:14 p.m.