Triple
T710417
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loyola University Chicago |
E14192
|
entity |
| Predicate | isMemberOf |
P10
|
FINISHED |
| Object |
National Association of Independent Colleges and Universities
The National Association of Independent Colleges and Universities is a U.S. advocacy organization representing private, nonprofit higher education institutions on federal policy and public affairs.
|
E87892
|
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: National Association of Independent Colleges and Universities | Statement: [Loyola University Chicago, isMemberOf, National Association of Independent Colleges and Universities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Association of Independent Colleges and Universities Context triple: [Loyola University Chicago, isMemberOf, National Association of Independent Colleges and Universities]
-
A.
Association of Independent Colleges and Universities in Massachusetts
The Association of Independent Colleges and Universities in Massachusetts is a nonprofit consortium representing the interests of private, independent higher education institutions across Massachusetts in policy, advocacy, and collaboration.
-
B.
Association of American Universities
The Association of American Universities is an organization of leading research-intensive universities in North America dedicated to advancing higher education and research policy.
-
C.
Council for Christian Colleges and Universities
The Council for Christian Colleges and Universities is an international association of Christ-centered higher education institutions dedicated to integrating faith with academic learning and campus life.
-
D.
Northwest Commission on Colleges and Universities
The Northwest Commission on Colleges and Universities is a regional accrediting agency in the United States that evaluates and certifies the quality and standards of higher education institutions in the northwestern states.
-
E.
Higher Learning Commission
The Higher Learning Commission is a regional accrediting agency in the United States that evaluates and certifies the quality of post-secondary institutions such as colleges and universities.
- 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: National Association of Independent Colleges and Universities Triple: [Loyola University Chicago, isMemberOf, National Association of Independent Colleges and Universities]
Generated description
The National Association of Independent Colleges and Universities is a U.S. advocacy organization representing private, nonprofit higher education institutions on federal policy and public affairs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Association of Independent Colleges and Universities Target entity description: The National Association of Independent Colleges and Universities is a U.S. advocacy organization representing private, nonprofit higher education institutions on federal policy and public affairs.
-
A.
Association of Independent Colleges and Universities in Massachusetts
The Association of Independent Colleges and Universities in Massachusetts is a nonprofit consortium representing the interests of private, independent higher education institutions across Massachusetts in policy, advocacy, and collaboration.
-
B.
Association of American Universities
The Association of American Universities is an organization of leading research-intensive universities in North America dedicated to advancing higher education and research policy.
-
C.
Council for Christian Colleges and Universities
The Council for Christian Colleges and Universities is an international association of Christ-centered higher education institutions dedicated to integrating faith with academic learning and campus life.
-
D.
Northwest Commission on Colleges and Universities
The Northwest Commission on Colleges and Universities is a regional accrediting agency in the United States that evaluates and certifies the quality and standards of higher education institutions in the northwestern states.
-
E.
Higher Learning Commission
The Higher Learning Commission is a regional accrediting agency in the United States that evaluates and certifies the quality of post-secondary institutions such as colleges and universities.
- 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_69a493494ec48190ae6751683625a9ba |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a55c99fc8190941c5fd18551792a |
completed | March 1, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a64a5851548190adeacb2feb35a1cb |
completed | March 3, 2026, 2:41 a.m. |
| NEDg | Description generation | batch_69a64b8b1db08190b2ec6238bd176ca8 |
completed | March 3, 2026, 2:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a64c70803c81909cb7f3c0189733b4 |
completed | March 3, 2026, 2:50 a.m. |
Created at: March 1, 2026, 7:36 p.m.