Triple

T20363061
Position Surface form Disambiguated ID Type / Status
Subject Southwestern Law School E496832 entity
Predicate foundedBy P104 FINISHED
Object John J. Schumacher
John J. Schumacher was a legal educator and founder instrumental in establishing Southwestern Law School in Los Angeles.
E1475541 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: 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.
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: John J. Schumacher
Triple: [Southwestern Law School, foundedBy, John J. Schumacher]
Generated description
John J. Schumacher was a legal educator and founder instrumental in establishing Southwestern Law School in Los Angeles.
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 (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_69e0b4a4f9b081908a5a021919c21ccb completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6786efd2c8190821932ddcdef1a2f completed April 20, 2026, 7:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0997e866c88190b75c0600be7dbcc8 completed May 17, 2026, 10:26 a.m.
NEDg Description generation batch_6a09986fabd08190b2b017aceb9827f6 completed May 17, 2026, 10:29 a.m.
NED2 Entity disambiguation (via description) batch_6a0998e8f2488190800c67f13fb6b1a4 completed May 17, 2026, 10:31 a.m.
Created at: April 16, 2026, 11:26 a.m.