Triple

T11515756
Position Surface form Disambiguated ID Type / Status
Subject Department of Economics, University of California, Berkeley E273025 entity
Predicate collaboratesWith P37 FINISHED
Object Goldman School of Public Policy, UC Berkeley E13093 NE FINISHED

How this triple was built (2 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: Goldman School of Public Policy, UC Berkeley | Statement: [Department of Economics, University of California, Berkeley, collaboratesWith, Goldman School of Public Policy, UC Berkeley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Goldman School of Public Policy, UC Berkeley
Context triple: [Department of Economics, University of California, Berkeley, collaboratesWith, Goldman School of Public Policy, UC Berkeley]
  • A. Goldman School of Public Policy chosen
    The Goldman School of Public Policy is a leading graduate institution at the University of California, Berkeley, specializing in public policy education and research.
  • B. USC Price School of Public Policy
    The USC Price School of Public Policy is a professional school at the University of Southern California specializing in public policy, public administration, urban planning, and related fields of governance and leadership.
  • C. UCLA Luskin School of Public Affairs
    UCLA Luskin School of Public Affairs is a graduate and undergraduate professional school at the University of California, Los Angeles, specializing in public policy, social welfare, and urban planning.
  • D. Harris School of Public Policy
    The Harris School of Public Policy is the University of Chicago’s graduate professional school specializing in public policy research and education, known for its rigorous, data-driven approach to policymaking.
  • E. Trachtenberg School of Public Policy and Public Administration
    The Trachtenberg School of Public Policy and Public Administration is a graduate school at George Washington University specializing in public policy, public administration, and related fields of governance and public affairs.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6aae2c3748190bed2ea50dfb160dc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d87fcc72a48190b81acedfcc8685d3 completed April 10, 2026, 4:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69e625143a608190a1119b30c08df0fd completed April 20, 2026, 1:07 p.m.
Created at: April 8, 2026, 9:36 p.m.