Triple

T22235700
Position Surface form Disambiguated ID Type / Status
Subject Government Accountability Institute E549585 entity
Predicate foundedBy P104 FINISHED
Object Peter Schweizer
Peter Schweizer is an American investigative journalist and author known for his politically charged exposés on corruption and influence in U.S. politics.
 E1526250 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: Peter Schweizer | Statement: [Government Accountability Institute, foundedBy, Peter Schweizer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Peter Schweizer
Context triple: [Government Accountability Institute, foundedBy, Peter Schweizer]
  • A. Richard Schweizer
    Richard Schweizer was a Swiss screenwriter renowned for his Academy Award–winning work in mid-20th-century cinema.
  • B. Roger Wehrli
    Roger Wehrli is a Hall of Fame American football cornerback best known for his standout career with the St. Louis Cardinals in the NFL during the 1970s.
  • C. Martin Suter
    Martin Suter is a Swiss author best known for his popular contemporary novels and crime fiction, including the successful "Business Class" stories and the Allmen detective series.
  • D. Niklaus Zurbriggen
    Niklaus Zurbriggen was a renowned Swiss mountaineer of the late 19th century, celebrated for numerous pioneering ascents in the Alps and Andes.
  • E. Igor Haefeli
    Igor Haefeli is a Swiss musician and guitarist best known as a founding member of the indie-folk band Daughter.
  • 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: Peter Schweizer
Triple: [Government Accountability Institute, foundedBy, Peter Schweizer]
Generated description
Peter Schweizer is an American investigative journalist and author known for his politically charged exposés on corruption and influence in U.S. politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Peter Schweizer
Target entity description: Peter Schweizer is an American investigative journalist and author known for his politically charged exposés on corruption and influence in U.S. politics.
  • A. Richard Schweizer
    Richard Schweizer was a Swiss screenwriter renowned for his Academy Award–winning work in mid-20th-century cinema.
  • B. Roger Wehrli
    Roger Wehrli is a Hall of Fame American football cornerback best known for his standout career with the St. Louis Cardinals in the NFL during the 1970s.
  • C. Martin Suter
    Martin Suter is a Swiss author best known for his popular contemporary novels and crime fiction, including the successful "Business Class" stories and the Allmen detective series.
  • D. Niklaus Zurbriggen
    Niklaus Zurbriggen was a renowned Swiss mountaineer of the late 19th century, celebrated for numerous pioneering ascents in the Alps and Andes.
  • E. Igor Haefeli
    Igor Haefeli is a Swiss musician and guitarist best known as a founding member of the indie-folk band Daughter.
  • 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_69e11e4102b881909cf47d3768e25c19 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12bf6d74c8190a1d8d8fc24a06bd1 completed April 28, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0aae7b808c819091638601515b9737 completed May 18, 2026, 6:15 a.m.
NEDg Description generation batch_6a0ab14691dc81909765edd58c3dd719 completed May 18, 2026, 6:27 a.m.
NED2 Entity disambiguation (via description) batch_6a0ab21edc4c8190b48a21e9594e6d35 completed May 18, 2026, 6:30 a.m.
Created at: April 16, 2026, 8:38 p.m.