Triple

T2167779
Position Surface form Disambiguated ID Type / Status
Subject University of Chicago Law School E46949 entity
Predicate hasNotableFaculty P141 FINISHED
Object Geoffrey R. Stone
Geoffrey R. Stone is an American legal scholar renowned for his work on constitutional law and the First Amendment, and for his long association with the University of Chicago.
 E241695 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: Geoffrey R. Stone | Statement: [University of Chicago Law School, hasNotableFaculty, Geoffrey R. Stone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Geoffrey R. Stone
Context triple: [University of Chicago Law School, hasNotableFaculty, Geoffrey R. Stone]
  • A. Christopher L. Eisgruber
    Christopher L. Eisgruber is an American legal scholar and academic administrator who serves as the president of Princeton University.
  • B. Jack Goldsmith
    Jack Goldsmith is an American legal scholar and Harvard Law School professor known for his work on national security law, cyber law, and the limits of executive power.
  • C. Lawrence Weingarten
    Lawrence Weingarten was an American film producer best known for his work at MGM during Hollywood’s classic studio era, overseeing numerous popular comedies and dramas.
  • D. David Cole
    David Cole is a music producer best known for his work on Mariah Carey’s song “Emotions” and as one half of the influential production duo C+C Music Factory.
  • E. Michael S. Barr
    Michael S. Barr is an American legal scholar and policymaker who serves as a key U.S. financial regulator, overseeing banking supervision and financial stability at the Federal Reserve.
  • 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: Geoffrey R. Stone
Triple: [University of Chicago Law School, hasNotableFaculty, Geoffrey R. Stone]
Generated description
Geoffrey R. Stone is an American legal scholar renowned for his work on constitutional law and the First Amendment, and for his long association with the University of Chicago.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Geoffrey R. Stone
Target entity description: Geoffrey R. Stone is an American legal scholar renowned for his work on constitutional law and the First Amendment, and for his long association with the University of Chicago.
  • A. Christopher L. Eisgruber
    Christopher L. Eisgruber is an American legal scholar and academic administrator who serves as the president of Princeton University.
  • B. Jack Goldsmith
    Jack Goldsmith is an American legal scholar and Harvard Law School professor known for his work on national security law, cyber law, and the limits of executive power.
  • C. Lawrence Weingarten
    Lawrence Weingarten was an American film producer best known for his work at MGM during Hollywood’s classic studio era, overseeing numerous popular comedies and dramas.
  • D. David Cole
    David Cole is a music producer best known for his work on Mariah Carey’s song “Emotions” and as one half of the influential production duo C+C Music Factory.
  • E. Michael S. Barr
    Michael S. Barr is an American legal scholar and policymaker who serves as a key U.S. financial regulator, overseeing banking supervision and financial stability at the Federal Reserve.
  • 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_69a88a184cbc8190877791f6552c2484 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbeac9d688190bfa68715e173771e completed March 7, 2026, 5:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5d9a74e081909d8945fe03c8d0fa completed March 9, 2026, 5:41 a.m.
NEDg Description generation batch_69ae5e30a69c8190a3f77e784401f671 completed March 9, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ea4edcc81908829e4bd64ce0aea completed March 9, 2026, 5:46 a.m.
Created at: March 4, 2026, 7:45 p.m.