Triple
T9866774
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Soraya M. Coley |
E239852
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Alliant International University
Alliant International University is a private, professional-practice–oriented university known for its programs in psychology, education, business, and law, with multiple campuses in California and a focus on preparing students for applied careers.
|
E825844
|
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: Alliant International University | Statement: [Soraya M. Coley, employer, Alliant International University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alliant International University Context triple: [Soraya M. Coley, employer, Alliant International University]
-
A.
Berkeley College
Berkeley College is one of Yale University's undergraduate residential colleges, known for its distinctive Gothic architecture and close-knit student community.
-
B.
Eberhardt School of Business
Eberhardt School of Business is the business school of the University of the Pacific, offering undergraduate and graduate programs in business and management.
-
C.
American International College
American International College is a private liberal arts and professional studies institution located in Springfield, Massachusetts, serving a diverse student body with undergraduate and graduate programs.
-
D.
American InterContinental University
American InterContinental University is a for-profit university offering career-focused degree programs, primarily through online and flexible learning formats.
-
E.
LaPenta School of Business
LaPenta School of Business is the business school of Iona University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
- 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: Alliant International University Triple: [Soraya M. Coley, employer, Alliant International University]
Generated description
Alliant International University is a private, professional-practice–oriented university known for its programs in psychology, education, business, and law, with multiple campuses in California and a focus on preparing students for applied careers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Alliant International University Target entity description: Alliant International University is a private, professional-practice–oriented university known for its programs in psychology, education, business, and law, with multiple campuses in California and a focus on preparing students for applied careers.
-
A.
Berkeley College
Berkeley College is one of Yale University's undergraduate residential colleges, known for its distinctive Gothic architecture and close-knit student community.
-
B.
Eberhardt School of Business
Eberhardt School of Business is the business school of the University of the Pacific, offering undergraduate and graduate programs in business and management.
-
C.
American International College
American International College is a private liberal arts and professional studies institution located in Springfield, Massachusetts, serving a diverse student body with undergraduate and graduate programs.
-
D.
American InterContinental University
American InterContinental University is a for-profit university offering career-focused degree programs, primarily through online and flexible learning formats.
-
E.
LaPenta School of Business
LaPenta School of Business is the business school of Iona University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
- 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_69ca84e7506c819095cbde4ff16512bb |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3d209ac8190b9bc9ff017a132da |
completed | April 2, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1e4544d008190a70ec0d490da8ef2 |
completed | April 5, 2026, 4:25 a.m. |
| NEDg | Description generation | batch_69d1e5204f748190b1f56ee5469828a2 |
completed | April 5, 2026, 4:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1e598243481909278cb3c911ce3db |
completed | April 5, 2026, 4:31 a.m. |
Created at: March 30, 2026, 8:36 p.m.