Triple
T4721876
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alabama A&M University |
E104786
|
entity |
| Predicate | hasCollege |
P113
|
FINISHED |
| Object |
College of Education, Humanities and Behavioral Sciences
The College of Education, Humanities and Behavioral Sciences is an academic division of Alabama A&M University that offers programs in teacher preparation, liberal arts, and the social and behavioral sciences.
|
E466547
|
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: College of Education, Humanities and Behavioral Sciences | Statement: [Alabama A&M University, hasCollege, College of Education, Humanities and Behavioral Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: College of Education, Humanities and Behavioral Sciences Context triple: [Alabama A&M University, hasCollege, College of Education, Humanities and Behavioral Sciences]
-
A.
College of Education and Behavioral Sciences
The College of Education and Behavioral Sciences is an academic division of Western Kentucky University that prepares students for careers in teaching, counseling, psychology, and related human services fields.
-
B.
College of Education and Human Services
The College of Education and Human Services is an academic unit at the University of North Florida that prepares students for careers in teaching, counseling, and other human service professions.
-
C.
College of Education and Human Services
The College of Education and Human Services is an academic division of Murray State University that prepares students for careers in teaching, counseling, social services, and related helping professions.
-
D.
College of Education and Human Development
The College of Education and Human Development is an academic unit at the University of Nevada, Reno that prepares students for careers in teaching, counseling, educational leadership, and related human services fields.
-
E.
College of Education and Human Development
The College of Education and Human Development is an academic unit at the University of Louisville that prepares educators, counselors, and human development professionals through undergraduate, graduate, and research programs.
- 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: College of Education, Humanities and Behavioral Sciences Triple: [Alabama A&M University, hasCollege, College of Education, Humanities and Behavioral Sciences]
Generated description
The College of Education, Humanities and Behavioral Sciences is an academic division of Alabama A&M University that offers programs in teacher preparation, liberal arts, and the social and behavioral sciences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: College of Education, Humanities and Behavioral Sciences Target entity description: The College of Education, Humanities and Behavioral Sciences is an academic division of Alabama A&M University that offers programs in teacher preparation, liberal arts, and the social and behavioral sciences.
-
A.
College of Education and Behavioral Sciences
The College of Education and Behavioral Sciences is an academic division of Western Kentucky University that prepares students for careers in teaching, counseling, psychology, and related human services fields.
-
B.
College of Education and Human Services
The College of Education and Human Services is an academic unit at the University of North Florida that prepares students for careers in teaching, counseling, and other human service professions.
-
C.
College of Education and Human Services
The College of Education and Human Services is an academic division of Murray State University that prepares students for careers in teaching, counseling, social services, and related helping professions.
-
D.
College of Education and Human Development
The College of Education and Human Development is an academic unit at the University of Nevada, Reno that prepares students for careers in teaching, counseling, educational leadership, and related human services fields.
-
E.
College of Education and Human Development
The College of Education and Human Development is an academic division of the University of Missouri focused on preparing professionals and conducting research in teaching, learning, and human services fields.
- 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_69bd43ed84648190ae0b7ee8e8d00482 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd642b82008190bb70dd60a4149502 |
completed | March 20, 2026, 3:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be39ff21f0819094a273a0f26b22f4 |
completed | March 21, 2026, 6:26 a.m. |
| NEDg | Description generation | batch_69be3adc766c8190ae5cbe5be14b720a |
completed | March 21, 2026, 6:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be3b645aac8190a6765f0679dd3735 |
completed | March 21, 2026, 6:32 a.m. |
Created at: March 20, 2026, 1:18 p.m.