Triple

T20363061
Position Surface form Disambiguated ID Type / Status
Subject Southwestern Law School E496832 entity
Predicate foundedBy P104 FINISHED
Object John J. Schumacher — NE NERFINISHED

How this triple was built (3 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: John J. Schumacher | Statement: [Southwestern Law School, foundedBy, John J. Schumacher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John J. Schumacher
Context triple: [Southwestern Law School, foundedBy, John J. Schumacher]
  • A. John G. Schmitz
    John G. Schmitz was a conservative American politician and U.S. Congressman who ran as a third-party presidential candidate in the 1972 election.
  • B. Richard J. Hieb
    Richard J. Hieb is a former NASA astronaut and engineer who flew on three Space Shuttle missions in the early 1990s, contributing to satellite deployment, repair, and microgravity research.
  • C. Michael W. Frerichs
    Michael W. Frerichs is an American Democratic politician who serves as the elected State Treasurer of Illinois, overseeing the state’s investment and financial programs.
  • D. Thomas J. Hennen
    Thomas J. Hennen is a former U.S. Army warrant officer and astronaut who flew as a payload specialist on the Space Shuttle, contributing military reconnaissance expertise to space-based observation missions.
  • E. John Hufnagel
    John Hufnagel is a prominent Canadian Football League coach and executive best known for leading the Calgary Stampeders to multiple Grey Cup championships.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John J. Schumacher
Target entity description: John J. Schumacher was a legal educator and founder instrumental in establishing Southwestern Law School in Los Angeles.
  • A. John G. Schmitz
    John G. Schmitz was a conservative American politician and U.S. Congressman who ran as a third-party presidential candidate in the 1972 election.
  • B. Richard J. Hieb
    Richard J. Hieb is a former NASA astronaut and engineer who flew on three Space Shuttle missions in the early 1990s, contributing to satellite deployment, repair, and microgravity research.
  • C. Michael W. Frerichs
    Michael W. Frerichs is an American Democratic politician who serves as the elected State Treasurer of Illinois, overseeing the state’s investment and financial programs.
  • D. Thomas J. Hennen
    Thomas J. Hennen is a former U.S. Army warrant officer and astronaut who flew as a payload specialist on the Space Shuttle, contributing military reconnaissance expertise to space-based observation missions.
  • E. John Hufnagel
    John Hufnagel is a prominent Canadian Football League coach and executive best known for leading the Calgary Stampeders to multiple Grey Cup championships.
  • F. None of above. chosen

Provenance (2 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_69e0b4a4f9b081908a5a021919c21ccb completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6786efd2c8190821932ddcdef1a2f completed April 20, 2026, 7:03 p.m.
Created at: April 16, 2026, 11:26 a.m.