Triple

T732653
Position Surface form Disambiguated ID Type / Status
Subject Brandeis University E14863 entity
Predicate hasAcademicUnit P1488 FINISHED
Object Heller School for Social Policy and Management
The Heller School for Social Policy and Management is a graduate school at Brandeis University known for its focus on social policy, social justice, and management in the public and nonprofit sectors.
E98570 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: Heller School for Social Policy and Management | Statement: [Brandeis University, hasAcademicUnit, Heller School for Social Policy and Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heller School for Social Policy and Management
Context triple: [Brandeis University, hasAcademicUnit, Heller School for Social Policy and Management]
  • A. 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.
  • B. Goldman School of Public Policy
    The Goldman School of Public Policy is a leading graduate institution at the University of California, Berkeley, specializing in public policy education and research.
  • C. Harvard Graduate Center
    The Harvard Graduate Center is a modernist academic complex at Harvard University designed by renowned Bauhaus architect Walter Gropius and his firm The Architects Collaborative.
  • 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. Isenberg School of Management
    The Isenberg School of Management is the business school of the University of Massachusetts Amherst, known for its strong programs in accounting, finance, and online MBA education.
  • 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: Heller School for Social Policy and Management
Triple: [Brandeis University, hasAcademicUnit, Heller School for Social Policy and Management]
Generated description
The Heller School for Social Policy and Management is a graduate school at Brandeis University known for its focus on social policy, social justice, and management in the public and nonprofit sectors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heller School for Social Policy and Management
Target entity description: The Heller School for Social Policy and Management is a graduate school at Brandeis University known for its focus on social policy, social justice, and management in the public and nonprofit sectors.
  • A. 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.
  • B. Goldman School of Public Policy
    The Goldman School of Public Policy is a leading graduate institution at the University of California, Berkeley, specializing in public policy education and research.
  • C. Harvard Graduate Center
    The Harvard Graduate Center is a modernist academic complex at Harvard University designed by renowned Bauhaus architect Walter Gropius and his firm The Architects Collaborative.
  • 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. Henry W. Bloch School of Management
    Henry W. Bloch School of Management is the business school of the University of Missouri–Kansas City, offering undergraduate and graduate programs in business and public administration.
  • 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_69a4934d9930819099eed80096b0597d completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a5d5a6b48190a2c81bfc3c6faa25 completed March 1, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d742ef08190bb9405a1cde84eb1 completed March 3, 2026, 11:23 p.m.
NEDg Description generation batch_69a78f03a1a081909087f72e8342cba1 completed March 4, 2026, 1:46 a.m.
NED2 Entity disambiguation (via description) batch_69a78f632cd88190856e24d5f33d914c completed March 4, 2026, 1:48 a.m.
Created at: March 1, 2026, 7:37 p.m.