Triple

T356615
Position Surface form Disambiguated ID Type / Status
Subject David C. Acheson E7556 entity
Predicate boardMemberOf P10 FINISHED
Object Pro Bono Institute
Pro Bono Institute is a nonprofit organization that promotes and supports pro bono legal services by working with law firms, in-house legal departments, and public interest organizations to expand access to justice.
 E45250 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: Pro Bono Institute | Statement: [David C. Acheson, boardMemberOf, Pro Bono Institute]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pro Bono Institute
Context triple: [David C. Acheson, boardMemberOf, Pro Bono Institute]
  • A. Thurgood Marshall College Fund
    The Thurgood Marshall College Fund is a nonprofit organization that supports and advocates for publicly supported historically Black colleges and universities (HBCUs) and their students through scholarships, programs, and partnerships.
  • B. Boalt Hall School of Law
    Boalt Hall School of Law is the former name of the University of California, Berkeley’s prestigious law school, renowned for its influential legal scholarship and public interest focus.
  • C. Columbia Law School
    Columbia Law School is a prestigious Ivy League law school in New York City known for its influential scholarship, distinguished alumni, and strong programs in corporate, international, and public interest law.
  • D. University of San Francisco School of Law
    The University of San Francisco School of Law is a private, Jesuit-affiliated law school in San Francisco known for its programs in public interest law, social justice, and practical legal training.
  • E. UC Hastings College of the Law
    UC Hastings College of the Law is the former name of UC Law San Francisco, a public law school affiliated with the University of California and located in San Francisco.
  • 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: Pro Bono Institute
Triple: [David C. Acheson, boardMemberOf, Pro Bono Institute]
Generated description
Pro Bono Institute is a nonprofit organization that promotes and supports pro bono legal services by working with law firms, in-house legal departments, and public interest organizations to expand access to justice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pro Bono Institute
Target entity description: Pro Bono Institute is a nonprofit organization that promotes and supports pro bono legal services by working with law firms, in-house legal departments, and public interest organizations to expand access to justice.
  • A. Thurgood Marshall College Fund
    The Thurgood Marshall College Fund is a nonprofit organization that supports and advocates for publicly supported historically Black colleges and universities (HBCUs) and their students through scholarships, programs, and partnerships.
  • B. Boalt Hall School of Law
    Boalt Hall School of Law is the former name of the University of California, Berkeley’s prestigious law school, renowned for its influential legal scholarship and public interest focus.
  • C. Columbia Law School
    Columbia Law School is a prestigious Ivy League law school in New York City known for its influential scholarship, distinguished alumni, and strong programs in corporate, international, and public interest law.
  • D. University of San Francisco School of Law
    The University of San Francisco School of Law is a private, Jesuit-affiliated law school in San Francisco known for its programs in public interest law, social justice, and practical legal training.
  • E. UC Hastings College of the Law
    UC Hastings College of the Law is the former name of UC Law San Francisco, a public law school affiliated with the University of California and located in San Francisco.
  • 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_69a2e7e696948190bebc966535995e45 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ebaf0c9881909313f98818e7fa58 completed Feb. 28, 2026, 1:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e019211c819087edeb99431061fa completed March 1, 2026, 6:43 a.m.
NEDg Description generation batch_69a3e1092bc48190bd2d4b59d30b8c64 completed March 1, 2026, 6:47 a.m.
NED2 Entity disambiguation (via description) batch_69a3e2183bec8190b1d93a02ec8a0ab8 completed March 1, 2026, 6:52 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.