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.