Triple

T10111234
Position Surface form Disambiguated ID Type / Status
Subject James Gustave Speth E218243 entity
Predicate employer P7 FINISHED
Object Vermont Law School
Vermont Law School is a private law school in South Royalton, Vermont, known for its strong programs in environmental law and public interest law.
 E842147 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: Vermont Law School | Statement: [James Gustave Speth, employer, Vermont Law School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Vermont Law School
Context triple: [James Gustave Speth, employer, Vermont Law School]
  • A. University of New Hampshire School of Law
    The University of New Hampshire School of Law is a public law school known for its strong programs in intellectual property and technology law.
  • B. University of Maine School of Law
    The University of Maine School of Law is a public law school in Portland, Maine, offering J.D. and advanced legal degrees with a focus on public service and regional legal practice.
  • C. Northeastern University School of Law
    Northeastern University School of Law is a Boston-based law school known for its experiential, co-op–focused legal education and emphasis on public interest and social justice.
  • D. UConn School of Law
    UConn School of Law is the University of Connecticut’s public law school, known for its strong programs in insurance law, intellectual property, and public interest law.
  • E. Tapping Reeve Law School
    Tapping Reeve Law School was one of the earliest formal law schools in the United States, renowned for training many prominent 19th-century American lawyers and politicians.
  • 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: Vermont Law School
Triple: [James Gustave Speth, employer, Vermont Law School]
Generated description
Vermont Law School is a private law school in South Royalton, Vermont, known for its strong programs in environmental law and public interest law.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Vermont Law School
Target entity description: Vermont Law School is a private law school in South Royalton, Vermont, known for its strong programs in environmental law and public interest law.
  • A. University of New Hampshire School of Law
    The University of New Hampshire School of Law is a public law school known for its strong programs in intellectual property and technology law.
  • B. University of Maine School of Law
    The University of Maine School of Law is a public law school in Portland, Maine, offering J.D. and advanced legal degrees with a focus on public service and regional legal practice.
  • C. Northeastern University School of Law
    Northeastern University School of Law is a Boston-based law school known for its experiential, co-op–focused legal education and emphasis on public interest and social justice.
  • D. UConn School of Law
    UConn School of Law is the University of Connecticut’s public law school, known for its strong programs in insurance law, intellectual property, and public interest law.
  • E. Tapping Reeve Law School
    Tapping Reeve Law School was one of the earliest formal law schools in the United States, renowned for training many prominent 19th-century American lawyers and politicians.
  • 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_69ca83da93fc8190b54e44bc2b34857c completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cdd0cf39908190bba679ace095eefc completed April 2, 2026, 2:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2cc1805d08190bc39aadf1e84a569 completed April 5, 2026, 8:54 p.m.
NEDg Description generation batch_69d2cd8f0a688190a437b7e2d158c70c completed April 5, 2026, 9:01 p.m.
NED2 Entity disambiguation (via description) batch_69d2ce422e4c8190b54b94cdfa0c4c98 completed April 5, 2026, 9:04 p.m.
Created at: March 30, 2026, 9:03 p.m.