Triple

T10051248
Position Surface form Disambiguated ID Type / Status
Subject Pauline Hanson E207751 entity
Predicate spouse P13 FINISHED
Object Walter Zagorski
Walter Zagorski is best known as the former husband of Australian right-wing politician and One Nation party founder Pauline Hanson.
E843142 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: Walter Zagorski | Statement: [Pauline Hanson, spouse, Walter Zagorski]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walter Zagorski
Context triple: [Pauline Hanson, spouse, Walter Zagorski]
  • A. Walter Krupinski
    Walter Krupinski was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front and later a senior officer in the postwar West German Air Force.
  • B. Walter Slezak
    Walter Slezak was an Austrian-born character actor known for his versatile roles in Hollywood films and on Broadway, often portraying charming villains or comic foils.
  • C. August Zaleski
    August Zaleski was a Polish diplomat and politician who served as President of Poland in exile after World War II.
  • D. Martin Jurow
    Martin Jurow was an American film producer best known for his work on classic mid-20th-century Hollywood movies, including the iconic Audrey Hepburn film "Breakfast at Tiffany's."
  • E. Edward Zorinsky
    Edward Zorinsky was a U.S. Senator from Nebraska and former mayor of Omaha known for his moderate Democratic politics and service in the late 20th century.
  • 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: Walter Zagorski
Triple: [Pauline Hanson, spouse, Walter Zagorski]
Generated description
Walter Zagorski is best known as the former husband of Australian right-wing politician and One Nation party founder Pauline Hanson.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walter Zagorski
Target entity description: Walter Zagorski is best known as the former husband of Australian right-wing politician and One Nation party founder Pauline Hanson.
  • A. Walter Krupinski
    Walter Krupinski was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front and later a senior officer in the postwar West German Air Force.
  • B. Walter Slezak
    Walter Slezak was an Austrian-born character actor known for his versatile roles in Hollywood films and on Broadway, often portraying charming villains or comic foils.
  • C. August Zaleski
    August Zaleski was a Polish diplomat and politician who served as President of Poland in exile after World War II.
  • D. Martin Jurow
    Martin Jurow was an American film producer best known for his work on classic mid-20th-century Hollywood movies, including the iconic Audrey Hepburn film "Breakfast at Tiffany's."
  • E. Edward Zorinsky
    Edward Zorinsky was a U.S. Senator from Nebraska and former mayor of Omaha known for his moderate Democratic politics and service in the late 20th century.
  • 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_69ca835ad0608190b7c80b292da004f5 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcf8fb23c8190b48b30cb2368dc1f completed April 2, 2026, 2:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e5676eac81909d50bfa7633b6ebe completed April 5, 2026, 10:42 p.m.
NEDg Description generation batch_69d2e73e4d5081909f0068d3bed583d3 completed April 5, 2026, 10:50 p.m.
NED2 Entity disambiguation (via description) batch_69d2e7eea4d88190a2ec6d22a83934b3 completed April 5, 2026, 10:53 p.m.
Created at: March 30, 2026, 8:56 p.m.