Triple

T10732726
Position Surface form Disambiguated ID Type / Status
Subject UC Berkeley residence hall system E253113 entity
Predicate administeredBy P86 FINISHED
Object Residential and Student Service Programs (RSSP)
Residential and Student Service Programs (RSSP) is the UC Berkeley department that oversees campus housing, dining, and related student residential services.
E883468 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: Residential and Student Service Programs (RSSP) | Statement: [UC Berkeley residence hall system, administeredBy, Residential and Student Service Programs (RSSP)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Residential and Student Service Programs (RSSP)
Context triple: [UC Berkeley residence hall system, administeredBy, Residential and Student Service Programs (RSSP)]
  • A. Resident Opportunities and Self-Sufficiency Program
    The Resident Opportunities and Self-Sufficiency Program is a U.S. Department of Housing and Urban Development initiative that helps public housing residents gain employment, increase earned income, and achieve economic self-sufficiency through supportive services and community-based programs.
  • B. Full-Service Community Schools program
    The Full-Service Community Schools program is a federal initiative that supports schools in partnering with community organizations to provide integrated academic, health, and social services for students and families.
  • C. Research and Special Programs Administration
    The Research and Special Programs Administration was a former agency within the U.S. Department of Transportation responsible for overseeing pipeline safety, hazardous materials transportation, and transportation research before its functions were reorganized into successor agencies.
  • D. FSS Program
    The FSS Program is a U.S. Department of Housing and Urban Development initiative that helps families in subsidized housing increase their earnings and achieve economic self-sufficiency through case management and financial incentives.
  • E. Disability Resources and Educational Services (DRES)
    Disability Resources and Educational Services (DRES) is the University of Illinois Urbana–Champaign’s primary office providing accessibility services, accommodations, and support for students with disabilities.
  • 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: Residential and Student Service Programs (RSSP)
Triple: [UC Berkeley residence hall system, administeredBy, Residential and Student Service Programs (RSSP)]
Generated description
Residential and Student Service Programs (RSSP) is the UC Berkeley department that oversees campus housing, dining, and related student residential services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Residential and Student Service Programs (RSSP)
Target entity description: Residential and Student Service Programs (RSSP) is the UC Berkeley department that oversees campus housing, dining, and related student residential services.
  • A. Resident Opportunities and Self-Sufficiency Program
    The Resident Opportunities and Self-Sufficiency Program is a U.S. Department of Housing and Urban Development initiative that helps public housing residents gain employment, increase earned income, and achieve economic self-sufficiency through supportive services and community-based programs.
  • B. Full-Service Community Schools program
    The Full-Service Community Schools program is a federal initiative that supports schools in partnering with community organizations to provide integrated academic, health, and social services for students and families.
  • C. Research and Special Programs Administration
    The Research and Special Programs Administration was a former agency within the U.S. Department of Transportation responsible for overseeing pipeline safety, hazardous materials transportation, and transportation research before its functions were reorganized into successor agencies.
  • D. FSS Program
    The FSS Program is a U.S. Department of Housing and Urban Development initiative that helps families in subsidized housing increase their earnings and achieve economic self-sufficiency through case management and financial incentives.
  • E. Disability Resources and Educational Services (DRES)
    Disability Resources and Educational Services (DRES) is the University of Illinois Urbana–Champaign’s primary office providing accessibility services, accommodations, and support for students with disabilities.
  • 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_69d6aa5d8be481909a43218b2bfdbe95 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d7101ff9808190a27fcc06da097ea3 completed April 9, 2026, 2:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69de22bb62e481909544c87801012df3 completed April 14, 2026, 11:19 a.m.
NEDg Description generation batch_69de271ca4f081908d78a20b25ebd25c completed April 14, 2026, 11:38 a.m.
NED2 Entity disambiguation (via description) batch_69de2ccee0cc8190acd24d5c225f7cde completed April 14, 2026, 12:02 p.m.
Created at: April 8, 2026, 9:14 p.m.