Triple

T786836
Position Surface form Disambiguated ID Type / Status
Subject Research and Analysis Branch E16820 entity
Predicate employer P7 FINISHED
Object Franz Neumann
Franz Neumann was a German-Jewish political scientist and legal scholar best known for his analysis of Nazism and totalitarianism, particularly in his influential work "Behemoth."
E121199 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: Franz Neumann | Statement: [Research and Analysis Branch, employer, Franz Neumann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Franz Neumann
Context triple: [Research and Analysis Branch, employer, Franz Neumann]
  • A. Franz Reichleitner
    Franz Reichleitner was an Austrian SS officer who served as the second and final commandant of the Nazi extermination camp Sobibor during the Holocaust.
  • B. Fritz Austerlitz
    Fritz Austerlitz was the father of legendary American dancer and film star Fred Astaire, known primarily for his familial connection to the Hollywood icon.
  • C. Konstantin von Neurath
    Konstantin von Neurath was a German diplomat and statesman who served as an early foreign minister under Adolf Hitler and was later convicted as a war criminal at the Nuremberg Trials.
  • D. Rudolf Viest
    Rudolf Viest was a Slovak general and resistance leader who played a key role in organizing and leading anti-Nazi forces during World War II.
  • E. Baldur von Schirach
    Baldur von Schirach was a prominent Nazi leader who served as head of the Hitler Youth and later as Gauleiter of Vienna, and was convicted as a war criminal at the Nuremberg Trials.
  • 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: Franz Neumann
Triple: [Research and Analysis Branch, employer, Franz Neumann]
Generated description
Franz Neumann was a German-Jewish political scientist and legal scholar best known for his analysis of Nazism and totalitarianism, particularly in his influential work "Behemoth."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Franz Neumann
Target entity description: Franz Neumann was a German-Jewish political scientist and legal scholar best known for his analysis of Nazism and totalitarianism, particularly in his influential work "Behemoth."
  • A. Franz Reichleitner
    Franz Reichleitner was an Austrian SS officer who served as the second and final commandant of the Nazi extermination camp Sobibor during the Holocaust.
  • B. Fritz Austerlitz
    Fritz Austerlitz was the father of legendary American dancer and film star Fred Astaire, known primarily for his familial connection to the Hollywood icon.
  • C. Konstantin von Neurath
    Konstantin von Neurath was a German diplomat and statesman who served as an early foreign minister under Adolf Hitler and was later convicted as a war criminal at the Nuremberg Trials.
  • D. Rudolf Viest
    Rudolf Viest was a Slovak general and resistance leader who played a key role in organizing and leading anti-Nazi forces during World War II.
  • E. Baldur von Schirach
    Baldur von Schirach was a prominent Nazi leader who served as head of the Hitler Youth and later as Gauleiter of Vienna, and was convicted as a war criminal at the Nuremberg Trials.
  • 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_69a4936cb7448190914f5fe4b8d81607 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a78171908190a38a70274bfbebf9 completed March 1, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3b978de4819083b117ee3a6cb8c1 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3c9a92008190a6336626faed36bd completed March 7, 2026, 2:56 p.m.
NED2 Entity disambiguation (via description) batch_69ac3d0fcdb88190b4c5e5ddf41e2716 completed March 7, 2026, 2:58 p.m.
Created at: March 1, 2026, 7:38 p.m.