Triple
T2770211
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shepherd University |
E61436
|
entity |
| Predicate | affiliation |
P10
|
FINISHED |
| Object |
American Association of State Colleges and Universities
The American Association of State Colleges and Universities is a U.S.-based higher education association representing public colleges, universities, and systems that are committed to accessible, affordable, and high-quality undergraduate and graduate education.
|
E296827
|
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: American Association of State Colleges and Universities | Statement: [Shepherd University, affiliation, American Association of State Colleges and Universities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: American Association of State Colleges and Universities Context triple: [Shepherd University, affiliation, American Association of State Colleges and Universities]
-
A.
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.
-
B.
Council of Independent Colleges
The Council of Independent Colleges is a national association that supports and advocates for private, nonprofit liberal arts colleges and universities in the United States.
-
C.
Association of American International Colleges and Universities
The Association of American International Colleges and Universities is a consortium of U.S.-accredited, American-style higher education institutions located outside the United States that collaborate to promote liberal arts education and shared academic standards.
-
D.
Middle States Commission on Higher Education
The Middle States Commission on Higher Education is a regional accrediting agency in the United States that evaluates and certifies the quality and standards of colleges and universities in the Mid-Atlantic and surrounding regions.
-
E.
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.
- 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: American Association of State Colleges and Universities Triple: [Shepherd University, affiliation, American Association of State Colleges and Universities]
Generated description
The American Association of State Colleges and Universities is a U.S.-based higher education association representing public colleges, universities, and systems that are committed to accessible, affordable, and high-quality undergraduate and graduate education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: American Association of State Colleges and Universities Target entity description: The American Association of State Colleges and Universities is a U.S.-based higher education association representing public colleges, universities, and systems that are committed to accessible, affordable, and high-quality undergraduate and graduate education.
-
A.
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.
-
B.
Council of Independent Colleges
The Council of Independent Colleges is a national association that supports and advocates for private, nonprofit liberal arts colleges and universities in the United States.
-
C.
Association of American International Colleges and Universities
The Association of American International Colleges and Universities is a consortium of U.S.-accredited, American-style higher education institutions located outside the United States that collaborate to promote liberal arts education and shared academic standards.
-
D.
Middle States Commission on Higher Education
The Middle States Commission on Higher Education is a regional accrediting agency in the United States that evaluates and certifies the quality and standards of colleges and universities in the Mid-Atlantic and surrounding regions.
-
E.
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.
- 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_69ab4b7cd13481909174bca9809ed259 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd690b24819095647dd4a4f902bb |
completed | March 7, 2026, 8:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc05061808190abe709eff7a8c986 |
completed | March 10, 2026, 6:55 a.m. |
| NEDg | Description generation | batch_69afc0b6f7208190ac4f135ae72f0336 |
completed | March 10, 2026, 6:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc133f8088190bd505db0d0d1d6f7 |
completed | March 10, 2026, 6:59 a.m. |
Created at: March 6, 2026, 9:57 p.m.