Triple

T10975780
Position Surface form Disambiguated ID Type / Status
Subject Operation Valkyrie E259364 entity
Predicate notableCommander P1197 FINISHED
Object Friedrich Fromm
Friedrich Fromm was a German Army officer and commander of the Reserve Army during World War II who became entangled in the 20 July 1944 plot to assassinate Adolf Hitler.
E896947 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: Friedrich Fromm | Statement: [Operation Valkyrie, notableCommander, Friedrich Fromm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Friedrich Fromm
Context triple: [Operation Valkyrie, notableCommander, Friedrich Fromm]
  • A. Erich Fromm
    Erich Fromm was a German social psychologist, psychoanalyst, and humanistic philosopher known for his critical theory of society and influential works on freedom, love, and the nature of modern capitalism.
  • B. Annis Freeman Fromm
    Annis Freeman Fromm was the wife of German social psychologist and philosopher Erich Fromm, known primarily for her connection to his personal and intellectual life.
  • C. Rollo May
    Rollo May was an American existential psychologist and author known for integrating existential philosophy with psychotherapy and exploring themes of anxiety, freedom, and human choice.
  • D. Otto Fenichel
    Otto Fenichel was an influential Austrian psychoanalyst known for his Marxist-oriented theoretical work and his comprehensive syntheses of Freudian psychoanalytic theory.
  • E. Eduard Spranger
    Eduard Spranger was a German philosopher and psychologist known for his influential work in the philosophy of education and the psychology of personality and values.
  • 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: Friedrich Fromm
Triple: [Operation Valkyrie, notableCommander, Friedrich Fromm]
Generated description
Friedrich Fromm was a German Army officer and commander of the Reserve Army during World War II who became entangled in the 20 July 1944 plot to assassinate Adolf Hitler.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Friedrich Fromm
Target entity description: Friedrich Fromm was a German Army officer and commander of the Reserve Army during World War II who became entangled in the 20 July 1944 plot to assassinate Adolf Hitler.
  • A. Erich Fromm
    Erich Fromm was a German social psychologist, psychoanalyst, and humanistic philosopher known for his critical theory of society and influential works on freedom, love, and the nature of modern capitalism.
  • B. Annis Freeman Fromm
    Annis Freeman Fromm was the wife of German social psychologist and philosopher Erich Fromm, known primarily for her connection to his personal and intellectual life.
  • C. Rollo May
    Rollo May was an American existential psychologist and author known for integrating existential philosophy with psychotherapy and exploring themes of anxiety, freedom, and human choice.
  • D. Otto Fenichel
    Otto Fenichel was an influential Austrian psychoanalyst known for his Marxist-oriented theoretical work and his comprehensive syntheses of Freudian psychoanalytic theory.
  • E. Eduard Spranger
    Eduard Spranger was a German philosopher and psychologist known for his influential work in the philosophy of education and the psychology of personality and values.
  • 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_69d6aa895f4c8190887a15460ef622f4 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d771f4e888819097433271a2f45ff3 completed April 9, 2026, 9:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2d7aeb66c8190b9d18642b2ad2ea0 completed April 18, 2026, 1 a.m.
NEDg Description generation batch_69e2ff211ae88190a40380cd25a61812 completed April 18, 2026, 3:48 a.m.
NED2 Entity disambiguation (via description) batch_69e32634397481908284c04448274b25 completed April 18, 2026, 6:35 a.m.
Created at: April 8, 2026, 9:24 p.m.