Triple
T2167780
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Chicago Law School |
E46949
|
entity |
| Predicate | hasNotableFaculty |
P141
|
FINISHED |
| Object |
Richard A. Epstein
Richard A. Epstein is a prominent American legal scholar known for his influential work in law and economics, constitutional law, and classical liberal legal theory.
|
E245154
|
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: Richard A. Epstein | Statement: [University of Chicago Law School, hasNotableFaculty, Richard A. Epstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Richard A. Epstein Context triple: [University of Chicago Law School, hasNotableFaculty, Richard A. Epstein]
-
A.
Christopher L. Eisgruber
Christopher L. Eisgruber is an American legal scholar and academic administrator who serves as the president of Princeton University.
-
B.
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.
-
C.
David Friedman
David Friedman, better known professionally as David Benioff, is an American writer, screenwriter, and producer best known as the co-creator and showrunner of the television series "Game of Thrones."
-
D.
Bruce Jay Friedman
Bruce Jay Friedman was an American novelist, playwright, and screenwriter known for his darkly comic works and contributions to both literature and film.
-
E.
Cass Sunstein
Cass Sunstein is an American legal scholar and Harvard Law professor known for his influential work on constitutional law, behavioral economics, and public policy, including the concept of "nudge."
- 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: Richard A. Epstein Triple: [University of Chicago Law School, hasNotableFaculty, Richard A. Epstein]
Generated description
Richard A. Epstein is a prominent American legal scholar known for his influential work in law and economics, constitutional law, and classical liberal legal theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Richard A. Epstein Target entity description: Richard A. Epstein is a prominent American legal scholar known for his influential work in law and economics, constitutional law, and classical liberal legal theory.
-
A.
Christopher L. Eisgruber
Christopher L. Eisgruber is an American legal scholar and academic administrator who serves as the president of Princeton University.
-
B.
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.
-
C.
David Friedman
David Friedman, better known professionally as David Benioff, is an American writer, screenwriter, and producer best known as the co-creator and showrunner of the television series "Game of Thrones."
-
D.
Bruce Jay Friedman
Bruce Jay Friedman was an American novelist, playwright, and screenwriter known for his darkly comic works and contributions to both literature and film.
-
E.
Cass Sunstein
Cass Sunstein is an American legal scholar and Harvard Law professor known for his influential work on constitutional law, behavioral economics, and public policy, including the concept of "nudge."
- 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_69ae6538c750819093d2e3f8e5f66a63 |
completed | March 9, 2026, 6:14 a.m. |
| NEDg | Description generation | batch_69ae6656f7788190818179d923b11bba |
completed | March 9, 2026, 6:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae66cc3ac0819096e3f246b10e7761 |
completed | March 9, 2026, 6:21 a.m. |
Created at: March 4, 2026, 7:45 p.m.