Triple

T23121220
Position Surface form Disambiguated ID Type / Status
Subject Bayern Munich basketball E576897 entity
Predicate notableFormerPlayer P304 FINISHED
Object Paul Zipser
Paul Zipser is a German professional basketball player known for his versatile forward play in Europe and a stint in the NBA with the Chicago Bulls.
E1575938 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: Paul Zipser | Statement: [Bayern Munich basketball, notableFormerPlayer, Paul Zipser]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paul Zipser
Context triple: [Bayern Munich basketball, notableFormerPlayer, Paul Zipser]
  • A. Howard Zieff
    Howard Zieff was an American film director and former commercial photographer best known for directing popular comedies such as "Private Benjamin" and "My Girl."
  • B. Arthur Zwerling
    Arthur Zwerling, better known by his stage name Jeff Corey, was an American character actor and influential acting teacher active in film, television, and theater throughout the mid-20th century.
  • C. Walter Seltzer
    Walter Seltzer was an American film producer known for his work on science fiction and genre films in the mid-20th century.
  • D. Lewis Meltzer
    Lewis Meltzer was an American screenwriter known for his work on mid-20th-century Hollywood films, including notable adaptations of literary works.
  • 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: Paul Zipser
Triple: [Bayern Munich basketball, notableFormerPlayer, Paul Zipser]
Generated description
Paul Zipser is a German professional basketball player known for his versatile forward play in Europe and a stint in the NBA with the Chicago Bulls.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paul Zipser
Target entity description: Paul Zipser is a German professional basketball player known for his versatile forward play in Europe and a stint in the NBA with the Chicago Bulls.
  • A. Howard Zieff
    Howard Zieff was an American film director and former commercial photographer best known for directing popular comedies such as "Private Benjamin" and "My Girl."
  • B. Arthur Zwerling
    Arthur Zwerling, better known by his stage name Jeff Corey, was an American character actor and influential acting teacher active in film, television, and theater throughout the mid-20th century.
  • C. Walter Seltzer
    Walter Seltzer was an American film producer known for his work on science fiction and genre films in the mid-20th century.
  • D. Lewis Meltzer
    Lewis Meltzer was an American screenwriter known for his work on mid-20th-century Hollywood films, including notable adaptations of literary works.
  • 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_69e245f6c2e881909a228fdcfeb7c7d3 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18e50c500819095d59aef44388153 completed April 29, 2026, 4:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c308583d481908c7a750fd7fba044 completed May 19, 2026, 9:42 a.m.
NEDg Description generation batch_6a0c378c36cc8190b4470dceb62f99ad completed May 19, 2026, 10:12 a.m.
NED2 Entity disambiguation (via description) batch_6a0c387daf6481909cd5f3cc19636575 completed May 19, 2026, 10:16 a.m.
Created at: April 17, 2026, 3:59 p.m.