Triple

T353762
Position Surface form Disambiguated ID Type / Status
Subject Swarthmore College E7499 entity
Predicate memberOf P10 FINISHED
Object Oberlin Group
The Oberlin Group is a consortium of selective liberal arts college libraries in the United States that collaborate to enhance academic library services, resource sharing, and professional development.
E45148 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: Oberlin Group | Statement: [Swarthmore College, memberOf, Oberlin Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oberlin Group
Context triple: [Swarthmore College, memberOf, Oberlin Group]
  • A. Oberlin College
    Oberlin College is a private liberal arts college and conservatory of music in Oberlin, Ohio, known for its progressive history and strong emphasis on undergraduate education and the arts.
  • B. Annapolis Group
    The Annapolis Group is an alliance of leading independent liberal arts colleges in the United States that collaborates on issues of shared interest in higher education.
  • C. Cambridge Seven Associates
    Cambridge Seven Associates is an American architecture and design firm known for its innovative museum, aquarium, and educational facility projects worldwide.
  • D. Roosevelt Institute
    The Roosevelt Institute is a progressive American think tank and nonprofit organization that advances the legacy of Franklin and Eleanor Roosevelt through policy research, advocacy, and public programs.
  • E. Group of Five
    The Group of Five refers to the five NCAA Division I FBS football conferences outside the traditional power conferences, generally considered to have less financial resources, media exposure, and competitive depth.
  • 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: Oberlin Group
Triple: [Swarthmore College, memberOf, Oberlin Group]
Generated description
The Oberlin Group is a consortium of selective liberal arts college libraries in the United States that collaborate to enhance academic library services, resource sharing, and professional development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oberlin Group
Target entity description: The Oberlin Group is a consortium of selective liberal arts college libraries in the United States that collaborate to enhance academic library services, resource sharing, and professional development.
  • A. Oberlin College
    Oberlin College is a private liberal arts college and conservatory of music in Oberlin, Ohio, known for its progressive history and strong emphasis on undergraduate education and the arts.
  • B. Annapolis Group
    The Annapolis Group is an alliance of leading independent liberal arts colleges in the United States that collaborates on issues of shared interest in higher education.
  • C. Cambridge Seven Associates
    Cambridge Seven Associates is an American architecture and design firm known for its innovative museum, aquarium, and educational facility projects worldwide.
  • D. Union Institute
    Union Institute was the original name of the educational institution that later evolved into Duke University in North Carolina.
  • E. Roosevelt Institute
    The Roosevelt Institute is a progressive American think tank and nonprofit organization that advances the legacy of Franklin and Eleanor Roosevelt through policy research, advocacy, and public programs.
  • 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_69a2e7e696948190bebc966535995e45 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2eb80f524819093f4c2c18c3d615f completed Feb. 28, 2026, 1:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e017c4488190a22038baada78a3a completed March 1, 2026, 6:43 a.m.
NEDg Description generation batch_69a3e0941aa0819085168a7b436b875c completed March 1, 2026, 6:45 a.m.
NED2 Entity disambiguation (via description) batch_69a3e1d0ce5c819097f415f6d00448a2 completed March 1, 2026, 6:50 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.