Triple

T9674082
Position Surface form Disambiguated ID Type / Status
Subject Yochai Benkler E234102 entity
Predicate positionHeld P8 FINISHED
Object Berkman Professor of Entrepreneurial Legal Studies
The Berkman Professor of Entrepreneurial Legal Studies is a prestigious Harvard Law School chair focused on the legal, social, and policy dimensions of the digital economy and networked information.
E814006 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: Berkman Professor of Entrepreneurial Legal Studies | Statement: [Yochai Benkler, positionHeld, Berkman Professor of Entrepreneurial Legal Studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Berkman Professor of Entrepreneurial Legal Studies
Context triple: [Yochai Benkler, positionHeld, Berkman Professor of Entrepreneurial Legal Studies]
  • A. William Neal Reynolds Professor of Law
    The William Neal Reynolds Professor of Law is a distinguished endowed chair at Duke University School of Law held by legal scholar James Boyle.
  • B. William A. Schnader Professor of Law
    The William A. Schnader Professor of Law is a distinguished endowed chair in law, typically recognizing a scholar of exceptional achievement and leadership in legal academia.
  • C. Walter Gellhorn Professor of Law
    The Walter Gellhorn Professor of Law is a distinguished endowed chair at Columbia Law School named in honor of renowned legal scholar Walter Gellhorn.
  • D. Edwin B. Parker Professor of Comparative Law
    The Edwin B. Parker Professor of Comparative Law is a distinguished endowed chair in comparative law at Columbia Law School held by legal scholar Katharina Pistor.
  • E. Ronald A. Kurtz Professor of Entrepreneurship
    The Ronald A. Kurtz Professor of Entrepreneurship is a named professorship in entrepreneurship, typically associated with a leading business school and held by a distinguished scholar in the field.
  • 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: Berkman Professor of Entrepreneurial Legal Studies
Triple: [Yochai Benkler, positionHeld, Berkman Professor of Entrepreneurial Legal Studies]
Generated description
The Berkman Professor of Entrepreneurial Legal Studies is a prestigious Harvard Law School chair focused on the legal, social, and policy dimensions of the digital economy and networked information.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Berkman Professor of Entrepreneurial Legal Studies
Target entity description: The Berkman Professor of Entrepreneurial Legal Studies is a prestigious Harvard Law School chair focused on the legal, social, and policy dimensions of the digital economy and networked information.
  • A. William Neal Reynolds Professor of Law
    The William Neal Reynolds Professor of Law is a distinguished endowed chair at Duke University School of Law held by legal scholar James Boyle.
  • B. William A. Schnader Professor of Law
    The William A. Schnader Professor of Law is a distinguished endowed chair in law, typically recognizing a scholar of exceptional achievement and leadership in legal academia.
  • C. Walter Gellhorn Professor of Law
    The Walter Gellhorn Professor of Law is a distinguished endowed chair at Columbia Law School named in honor of renowned legal scholar Walter Gellhorn.
  • D. Edwin B. Parker Professor of Comparative Law
    The Edwin B. Parker Professor of Comparative Law is a distinguished endowed chair in comparative law at Columbia Law School held by legal scholar Katharina Pistor.
  • E. Ronald A. Kurtz Professor of Entrepreneurship
    The Ronald A. Kurtz Professor of Entrepreneurship is a named professorship in entrepreneurship, typically associated with a leading business school and held by a distinguished scholar in the field.
  • 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_69ca848f55e48190b3f67252571c3d45 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9c6c05c481909885bfdb850e7527 completed April 1, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69d18a2d030c8190ada52e855bc9afc8 completed April 4, 2026, 10:01 p.m.
NEDg Description generation batch_69d18bf051448190aaa3a7198c23fd39 completed April 4, 2026, 10:08 p.m.
NED2 Entity disambiguation (via description) batch_69d18c8783f08190858681b51096fe56 completed April 4, 2026, 10:11 p.m.
Created at: March 30, 2026, 8:15 p.m.