Triple
T9809175
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barbara Mikulski |
E238224
|
entity |
| Predicate | almaMater |
P5
|
FINISHED |
| Object |
University of Maryland School of Social Work
The University of Maryland School of Social Work is a graduate professional school known for training social workers and conducting research in social welfare and human services.
|
E822867
|
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 of Maryland School of Social Work | Statement: [Barbara Mikulski, almaMater, University of Maryland School of Social Work]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Maryland School of Social Work Context triple: [Barbara Mikulski, almaMater, University of Maryland School of Social Work]
-
A.
University of Michigan School of Social Work
The University of Michigan School of Social Work is a leading graduate institution known for its research-driven social work education, commitment to social justice, and influential contributions to social welfare policy and practice.
-
B.
Atlanta University School of Social Work
Atlanta University School of Social Work was a pioneering graduate institution dedicated to training African American social workers and advancing social justice in the United States.
-
C.
VCU School of Social Work
VCU School of Social Work is a professional school at Virginia Commonwealth University known for its education, research, and community engagement in social work and human services.
-
D.
Steve Hicks School of Social Work
The Steve Hicks School of Social Work is the social work education and research institution at the University of Texas at Austin, known for its programs in clinical practice, community engagement, and social justice.
-
E.
Graduate School of Social Work
The Graduate School of Social Work at the University of Denver is a professional graduate school dedicated to educating social work practitioners, leaders, and scholars focused on social justice and community well-being.
- 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 of Maryland School of Social Work Triple: [Barbara Mikulski, almaMater, University of Maryland School of Social Work]
Generated description
The University of Maryland School of Social Work is a graduate professional school known for training social workers and conducting research in social welfare and human services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Maryland School of Social Work Target entity description: The University of Maryland School of Social Work is a graduate professional school known for training social workers and conducting research in social welfare and human services.
-
A.
University of Michigan School of Social Work
The University of Michigan School of Social Work is a leading graduate institution known for its research-driven social work education, commitment to social justice, and influential contributions to social welfare policy and practice.
-
B.
Atlanta University School of Social Work
Atlanta University School of Social Work was a pioneering graduate institution dedicated to training African American social workers and advancing social justice in the United States.
-
C.
VCU School of Social Work
VCU School of Social Work is a professional school at Virginia Commonwealth University known for its education, research, and community engagement in social work and human services.
-
D.
Steve Hicks School of Social Work
The Steve Hicks School of Social Work is the social work education and research institution at the University of Texas at Austin, known for its programs in clinical practice, community engagement, and social justice.
-
E.
Graduate School of Social Work
The Graduate School of Social Work at the University of Denver is a professional graduate school dedicated to educating social work practitioners, leaders, and scholars focused on social justice and community well-being.
- 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_69ca84defac48190abc1148804f184c1 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb21ef32c8190ab4b09d157798451 |
completed | April 2, 2026, 12:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1cc5b4dd8819088c86946b4eb8a39 |
completed | April 5, 2026, 2:43 a.m. |
| NEDg | Description generation | batch_69d1cd7f41448190b387109235dbc7f5 |
completed | April 5, 2026, 2:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1cdefca5c8190a673caca42aaa7d0 |
completed | April 5, 2026, 2:50 a.m. |
Created at: March 30, 2026, 8:29 p.m.