Triple

T7478555
Position Surface form Disambiguated ID Type / Status
Subject USC Price School of Public Policy E176690 entity
Predicate affiliation P10 FINISHED
Object Association of Collegiate Schools of Planning E172401 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: Association of Collegiate Schools of Planning | Statement: [USC Price School of Public Policy, affiliation, Association of Collegiate Schools of Planning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Association of Collegiate Schools of Planning
Context triple: [USC Price School of Public Policy, affiliation, Association of Collegiate Schools of Planning]
  • A. Association of Collegiate Schools of Planning chosen
    The Association of Collegiate Schools of Planning is a professional academic organization that represents and supports university-level urban and regional planning programs, faculty, and students.
  • B. The American Planning Association
    The American Planning Association is a professional organization in the United States that supports urban and regional planners through research, education, advocacy, and the promotion of best practices in community planning and development.
  • C. American Institute of Certified Planners
    The American Institute of Certified Planners is the professional certification body that sets ethical and competency standards for urban and regional planners in the United States.
  • D. American Planning and Civic Association
    The American Planning and Civic Association was a U.S. organization dedicated to promoting city planning, civic improvement, and the conservation of natural and historic resources.
  • E. Commonwealth Association of Planners
    The Commonwealth Association of Planners is a professional network that brings together planning institutes and practitioners across Commonwealth countries to promote sustainable urban and regional development, good governance, and capacity building in planning.
  • 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_69c69f236ce08190a04d7679f03b29b2 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f4f13f548190a8cc59165735b30e completed March 27, 2026, 9:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8348e8d108190b77e59e9df336d81 completed March 28, 2026, 8:05 p.m.
Created at: March 27, 2026, 3:42 p.m.