Triple

T13469478
Position Surface form Disambiguated ID Type / Status
Subject Chuck Close E311589 entity
Predicate degree P6 FINISHED
Object MFA from Yale University
MFA from Yale University is a prestigious graduate fine arts degree program known for its rigorous studio training and for producing many influential contemporary artists.
 E1042204 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: MFA from Yale University | Statement: [Chuck Close, degree, MFA from Yale University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MFA from Yale University
Context triple: [Chuck Close, degree, MFA from Yale University]
  • A. Yale University Faculty of Arts and Sciences
    The Yale University Faculty of Arts and Sciences is the central academic division of Yale University that oversees its core departments in the humanities, social sciences, and natural sciences, supporting both undergraduate and graduate education.
  • B. Yale Graduate School of Arts and Sciences
    The Yale Graduate School of Arts and Sciences is Yale University's graduate division dedicated to advanced study and research across the humanities, social sciences, and natural sciences.
  • C. Faculty of Arts and Sciences at Yale University
    The Faculty of Arts and Sciences at Yale University is the central academic body that oversees Yale’s core departments in the humanities, social sciences, and natural sciences, providing undergraduate and graduate education across the liberal arts.
  • D. A.B. from Harvard University
    A.B. from Harvard University is an undergraduate Bachelor of Arts degree awarded by Harvard College.
  • E. Yale University faculty
    Yale University faculty are the scholars and instructors who teach, conduct research, and provide academic leadership across the university’s various schools and departments.
  • 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: MFA from Yale University
Triple: [Chuck Close, degree, MFA from Yale University]
Generated description
MFA from Yale University is a prestigious graduate fine arts degree program known for its rigorous studio training and for producing many influential contemporary artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MFA from Yale University
Target entity description: MFA from Yale University is a prestigious graduate fine arts degree program known for its rigorous studio training and for producing many influential contemporary artists.
  • A. Yale University Faculty of Arts and Sciences
    The Yale University Faculty of Arts and Sciences is the central academic division of Yale University that oversees its core departments in the humanities, social sciences, and natural sciences, supporting both undergraduate and graduate education.
  • B. Yale Graduate School of Arts and Sciences
    The Yale Graduate School of Arts and Sciences is Yale University's graduate division dedicated to advanced study and research across the humanities, social sciences, and natural sciences.
  • C. Faculty of Arts and Sciences at Yale University
    The Faculty of Arts and Sciences at Yale University is the central academic body that oversees Yale’s core departments in the humanities, social sciences, and natural sciences, providing undergraduate and graduate education across the liberal arts.
  • D. A.B. from Harvard University
    A.B. from Harvard University is an undergraduate Bachelor of Arts degree awarded by Harvard College.
  • E. Yale University faculty
    Yale University faculty are the scholars and instructors who teach, conduct research, and provide academic leadership across the university’s various schools and departments.
  • 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_69d806a938b8819097ec43a2229fc7f9 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf21e46081908a00c9acf54f270f completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7462bcb848190804a48f1a50a0c71 completed May 3, 2026, 12:57 p.m.
NEDg Description generation batch_69f74af641f881908af981d251e671be completed May 3, 2026, 1:17 p.m.
NED2 Entity disambiguation (via description) batch_69f74b78bd508190a10708572a6e9309 completed May 3, 2026, 1:19 p.m.
Created at: April 9, 2026, 9:42 p.m.