Triple

T5954415
Position Surface form Disambiguated ID Type / Status
Subject White Rose E132475 entity
Predicate hasMember P10 FINISHED
Object Willi Graf
Willi Graf was a German medical student and devout Catholic who became a key member of the White Rose resistance group, opposing the Nazi regime and ultimately being executed for his involvement.
E558215 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: Willi Graf | Statement: [White Rose, hasMember, Willi Graf]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Willi Graf
Context triple: [White Rose, hasMember, Willi Graf]
  • A. Willi Stoph
    Willi Stoph was an East German politician who served as both prime minister and head of state of the German Democratic Republic and was a key figure in its socialist government.
  • B. Dirk Wilutzky
    Dirk Wilutzky is a German film producer and director best known for his work on the Academy Award–winning documentary "Citizenfour."
  • C. Erich Roland
    Erich Roland is a cinematographer known for his work on the documentary film "He Named Me Malala."
  • D. Willy Hellpach
    Willy Hellpach was a German liberal politician, psychologist, and academic who briefly served as Minister of Culture in Baden and became known nationally as a presidential candidate in the Weimar Republic.
  • E. Manfred Morari
    Manfred Morari is a prominent control systems engineer known for his pioneering work in model predictive control and contributions to robust and constrained control theory.
  • 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: Willi Graf
Triple: [White Rose, hasMember, Willi Graf]
Generated description
Willi Graf was a German medical student and devout Catholic who became a key member of the White Rose resistance group, opposing the Nazi regime and ultimately being executed for his involvement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Willi Graf
Target entity description: Willi Graf was a German medical student and devout Catholic who became a key member of the White Rose resistance group, opposing the Nazi regime and ultimately being executed for his involvement.
  • A. Willi Stoph
    Willi Stoph was an East German politician who served as both prime minister and head of state of the German Democratic Republic and was a key figure in its socialist government.
  • B. Dirk Wilutzky
    Dirk Wilutzky is a German film producer and director best known for his work on the Academy Award–winning documentary "Citizenfour."
  • C. Erich Roland
    Erich Roland is a cinematographer known for his work on the documentary film "He Named Me Malala."
  • D. Willy Hellpach
    Willy Hellpach was a German liberal politician, psychologist, and academic who briefly served as Minister of Culture in Baden and became known nationally as a presidential candidate in the Weimar Republic.
  • E. Manfred Morari
    Manfred Morari is a prominent control systems engineer known for his pioneering work in model predictive control and contributions to robust and constrained control theory.
  • 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_69c0086b05cc8190a8f36a96927a525c completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c039c054a48190ace32250c43e29b4 completed March 22, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e3d77fb08190a24d319adc608df5 completed March 23, 2026, 6:55 a.m.
NEDg Description generation batch_69c0f4d9f7608190a1dc5fadf8c7a050 completed March 23, 2026, 8:07 a.m.
NED2 Entity disambiguation (via description) batch_69c0f536b8108190bfe7907c488819f9 completed March 23, 2026, 8:09 a.m.
Created at: March 22, 2026, 4:02 p.m.