Triple
T5005414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of South Florida |
E112477
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
University Innovation Alliance
The University Innovation Alliance is a national consortium of public research universities collaborating to improve student success and increase graduation rates, particularly for low-income and first-generation students.
|
E487261
|
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: University Innovation Alliance | Statement: [University of South Florida, memberOf, University Innovation Alliance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University Innovation Alliance Context triple: [University of South Florida, memberOf, University Innovation Alliance]
-
A.
University Alliance
University Alliance is a UK-based coalition of professional and technical universities focused on applied research, industry collaboration, and practice-oriented higher education.
-
B.
International Alliance of Research Universities
The International Alliance of Research Universities is a global consortium of leading research-intensive universities that collaborate on education, research, and addressing major international challenges.
-
C.
Five College Consortium
The Five College Consortium is an academic collaboration in western Massachusetts that unites Amherst, Hampshire, Mount Holyoke, and Smith Colleges with the University of Massachusetts Amherst to share resources, courses, and programs.
-
D.
European Consortium of Innovative Universities
The European Consortium of Innovative Universities is a network of forward-looking European universities focused on innovation in education, research, and regional engagement.
-
E.
Global Alliance of Technological Universities
The Global Alliance of Technological Universities is an international consortium of leading research-intensive science and engineering universities that collaborate on education, innovation, and global technological challenges.
- 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: University Innovation Alliance Triple: [University of South Florida, memberOf, University Innovation Alliance]
Generated description
The University Innovation Alliance is a national consortium of public research universities collaborating to improve student success and increase graduation rates, particularly for low-income and first-generation students.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University Innovation Alliance Target entity description: The University Innovation Alliance is a national consortium of public research universities collaborating to improve student success and increase graduation rates, particularly for low-income and first-generation students.
-
A.
University Alliance
University Alliance is a UK-based coalition of professional and technical universities focused on applied research, industry collaboration, and practice-oriented higher education.
-
B.
International Alliance of Research Universities
The International Alliance of Research Universities is a global consortium of leading research-intensive universities that collaborate on education, research, and addressing major international challenges.
-
C.
Five College Consortium
The Five College Consortium is an academic collaboration in western Massachusetts that unites Amherst, Hampshire, Mount Holyoke, and Smith Colleges with the University of Massachusetts Amherst to share resources, courses, and programs.
-
D.
European Consortium of Innovative Universities
The European Consortium of Innovative Universities is a network of forward-looking European universities focused on innovation in education, research, and regional engagement.
-
E.
Global Alliance of Technological Universities
The Global Alliance of Technological Universities is an international consortium of leading research-intensive science and engineering universities that collaborate on education, innovation, and global technological challenges.
- 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_69bd4433d0b08190877e83959ef40d81 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd72e63a0c8190abf697c2e3dc2bf0 |
completed | March 20, 2026, 4:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9261ef088190a012d55294b9e3c2 |
completed | March 21, 2026, 12:43 p.m. |
| NEDg | Description generation | batch_69be945736d0819097e26ad90d6f9813 |
completed | March 21, 2026, 12:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be94d3578c81909e8139f253e26d69 |
completed | March 21, 2026, 12:53 p.m. |
Created at: March 20, 2026, 1:35 p.m.