Triple
T3409577
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | College of Education (University of Alabama) |
E71857
|
entity |
| Predicate | hasUnit |
P35
|
FINISHED |
| Object |
Department of Special Education and Multiple Abilities
The Department of Special Education and Multiple Abilities is an academic unit at the University of Alabama focused on preparing professionals to work with individuals with disabilities and diverse learning needs.
|
E355387
|
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: Department of Special Education and Multiple Abilities | Statement: [College of Education (University of Alabama), hasUnit, Department of Special Education and Multiple Abilities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Special Education and Multiple Abilities Context triple: [College of Education (University of Alabama), hasUnit, Department of Special Education and Multiple Abilities]
-
A.
Department of Special Needs Education
The Department of Special Needs Education is an academic unit at the University of Oslo that focuses on research and teaching related to special education, inclusive education, and support for individuals with diverse learning needs.
-
B.
Office of Special Education and Rehabilitative Services
The Office of Special Education and Rehabilitative Services is a federal agency that oversees programs and policies supporting special education and vocational rehabilitation services for individuals with disabilities in the United States.
-
C.
Department of Human Development
The Department of Human Development is an academic unit at Teachers College, Columbia University that focuses on the study of human growth, learning, and psychological development across the lifespan.
-
D.
Graduate School of Education and Human Development
The Graduate School of Education and Human Development is George Washington University’s school dedicated to advanced study and research in education, human development, and related professional fields.
-
E.
School of Education
The School of Education at the College of William & Mary is a graduate and professional school specializing in teacher preparation, educational leadership, counseling, and research in education.
- 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: Department of Special Education and Multiple Abilities Triple: [College of Education (University of Alabama), hasUnit, Department of Special Education and Multiple Abilities]
Generated description
The Department of Special Education and Multiple Abilities is an academic unit at the University of Alabama focused on preparing professionals to work with individuals with disabilities and diverse learning needs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Special Education and Multiple Abilities Target entity description: The Department of Special Education and Multiple Abilities is an academic unit at the University of Alabama focused on preparing professionals to work with individuals with disabilities and diverse learning needs.
-
A.
Department of Special Needs Education
The Department of Special Needs Education is an academic unit at the University of Oslo that focuses on research and teaching related to special education, inclusive education, and support for individuals with diverse learning needs.
-
B.
Office of Special Education and Rehabilitative Services
The Office of Special Education and Rehabilitative Services is a federal agency that oversees programs and policies supporting special education and vocational rehabilitation services for individuals with disabilities in the United States.
-
C.
Department of Human Development
The Department of Human Development is an academic unit at Teachers College, Columbia University that focuses on the study of human growth, learning, and psychological development across the lifespan.
-
D.
Graduate School of Education and Human Development
The Graduate School of Education and Human Development is George Washington University’s school dedicated to advanced study and research in education, human development, and related professional fields.
-
E.
School of Education
The School of Education is an academic division of the City College of New York dedicated to preparing teachers and education professionals through undergraduate and graduate programs in education.
- 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_69ad85ac312481909e7027ced1456a9f |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb90754788190ab85e2bec020f99e |
completed | March 8, 2026, 5:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b34bdd99248190823875cae2531609 |
completed | March 12, 2026, 11:27 p.m. |
| NEDg | Description generation | batch_69b34e486c3c81908e73c5b75baf119c |
completed | March 12, 2026, 11:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b34fc420b08190baee678721b1b32c |
completed | March 12, 2026, 11:44 p.m. |
Created at: March 8, 2026, 3:15 p.m.