Triple

T5492188
Position Surface form Disambiguated ID Type / Status
Subject University of Pennsylvania School of Design E123725 entity
Predicate formerName P65 FINISHED
Object GSFA
GSFA, formerly known as the Graduate School of Fine Arts at the University of Pennsylvania, was the university’s historic graduate division for architecture, landscape architecture, planning, and fine arts before being rebranded as the School of Design.
 E524148 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: GSFA | Statement: [University of Pennsylvania School of Design, formerName, GSFA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GSFA
Context triple: [University of Pennsylvania School of Design, formerName, GSFA]
  • A. GSOFG
    GSOFG was the abbreviated designation for the Group of Soviet Occupation Forces in Germany, the Soviet military formation responsible for administering and controlling occupied East Germany after World War II.
  • B. GAFI
    GAFI is the French acronym for the Financial Action Task Force, an intergovernmental body that sets global standards to combat money laundering, terrorist financing, and related financial crimes.
  • C. GFSZA
    GFSZA is a U.S. federal law that prohibits unauthorized individuals from knowingly possessing firearms in school zones.
  • D. FGGA
    FGGA is the abbreviated name for the Faculty of Earth Sciences, Geography and Astronomy, an academic unit focused on studying the Earth, its environments, and the universe.
  • E. FGSI
    FGSI is the youth wing of the Italian Socialist Party, organizing and representing young socialists in Italy.
  • 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: GSFA
Triple: [University of Pennsylvania School of Design, formerName, GSFA]
Generated description
GSFA, formerly known as the Graduate School of Fine Arts at the University of Pennsylvania, was the university’s historic graduate division for architecture, landscape architecture, planning, and fine arts before being rebranded as the School of Design.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GSFA
Target entity description: GSFA, formerly known as the Graduate School of Fine Arts at the University of Pennsylvania, was the university’s historic graduate division for architecture, landscape architecture, planning, and fine arts before being rebranded as the School of Design.
  • A. GSOFG
    GSOFG was the abbreviated designation for the Group of Soviet Occupation Forces in Germany, the Soviet military formation responsible for administering and controlling occupied East Germany after World War II.
  • B. GAFI
    GAFI is the French acronym for the Financial Action Task Force, an intergovernmental body that sets global standards to combat money laundering, terrorist financing, and related financial crimes.
  • C. GFSZA
    GFSZA is a U.S. federal law that prohibits unauthorized individuals from knowingly possessing firearms in school zones.
  • D. FGGA
    FGGA is the abbreviated name for the Faculty of Earth Sciences, Geography and Astronomy, an academic unit focused on studying the Earth, its environments, and the universe.
  • E. FGSI
    FGSI is the youth wing of the Italian Socialist Party, organizing and representing young socialists in Italy.
  • 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_69bd464a2d908190869324ce176779c8 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd9280403c8190baaa3f7923449a37 completed March 20, 2026, 6:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf6c8fb5688190b29f27ce13324943 completed March 22, 2026, 4:14 a.m.
NEDg Description generation batch_69bf6d7d2ff48190acee9baab4d54ef2 completed March 22, 2026, 4:18 a.m.
NED2 Entity disambiguation (via description) batch_69bf6e62f03481908fbbeb931defcc05 completed March 22, 2026, 4:21 a.m.
Created at: March 20, 2026, 2:10 p.m.