Triple

T23378301
Position Surface form Disambiguated ID Type / Status
Subject Duke University School of Law publications E593666 entity
Predicate publishes P80 FINISHED
Object Duke Forum for Law and Social Change
Duke Forum for Law and Social Change is an academic law journal that focuses on the intersection of legal issues and social justice, published by Duke University School of Law.
 E1584720 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: Duke Forum for Law and Social Change | Statement: [Duke University School of Law publications, publishes, Duke Forum for Law and Social Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Duke Forum for Law and Social Change
Context triple: [Duke University School of Law publications, publishes, Duke Forum for Law and Social Change]
  • A. S.J.D. program at Duke Law School
    The S.J.D. program at Duke Law School is an advanced, research-focused doctoral degree in law designed for aspiring legal scholars and academics.
  • B. Duke Center for International Development
    The Duke Center for International Development is a research and training institute at Duke University focused on public policy, governance, and international development, particularly in low- and middle-income countries.
  • C. Beus Center for Law and Society
    The Beus Center for Law and Society is a modern, multi-use legal education and public engagement facility in downtown Phoenix that houses Arizona State University’s Sandra Day O’Connor College of Law and related justice-focused programs.
  • D. Center for the Study of Race and Law
    The Center for the Study of Race and Law is an academic center at the University of Virginia School of Law dedicated to research, teaching, and public engagement on the intersections of race and legal systems.
  • E. Duke University School of Law
    Duke University School of Law is a prestigious American law school at Duke University in Durham, North Carolina, known for its rigorous legal education and influential alumni including former U.S. President Richard Nixon.
  • 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: Duke Forum for Law and Social Change
Triple: [Duke University School of Law publications, publishes, Duke Forum for Law and Social Change]
Generated description
Duke Forum for Law and Social Change is an academic law journal that focuses on the intersection of legal issues and social justice, published by Duke University School of Law.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Duke Forum for Law and Social Change
Target entity description: Duke Forum for Law and Social Change is an academic law journal that focuses on the intersection of legal issues and social justice, published by Duke University School of Law.
  • A. S.J.D. program at Duke Law School
    The S.J.D. program at Duke Law School is an advanced, research-focused doctoral degree in law designed for aspiring legal scholars and academics.
  • B. Duke Center for International Development
    The Duke Center for International Development is a research and training institute at Duke University focused on public policy, governance, and international development, particularly in low- and middle-income countries.
  • C. Beus Center for Law and Society
    The Beus Center for Law and Society is a modern, multi-use legal education and public engagement facility in downtown Phoenix that houses Arizona State University’s Sandra Day O’Connor College of Law and related justice-focused programs.
  • D. Center for the Study of Race and Law
    The Center for the Study of Race and Law is an academic center at the University of Virginia School of Law dedicated to research, teaching, and public engagement on the intersections of race and legal systems.
  • E. Duke University School of Law
    Duke University School of Law is a prestigious American law school at Duke University in Durham, North Carolina, known for its rigorous legal education and influential alumni including former U.S. President Richard Nixon.
  • 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_69e25d268a50819095f2fd479da8ef3f completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1a3b526ec8190b0304c72a9010abb completed April 29, 2026, 6:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5de3eecc8190be3899c9e3891c1c completed May 19, 2026, 12:56 p.m.
NEDg Description generation batch_6a0c61ecbf288190b8a8567e3f049b10 completed May 19, 2026, 1:13 p.m.
NED2 Entity disambiguation (via description) batch_6a0c624ac9b88190aa025df3744b7f8a completed May 19, 2026, 1:14 p.m.
Created at: April 17, 2026, 5:33 p.m.