Triple
T14341974
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ben Shneiderman |
E355625
|
entity |
| Predicate | workInstitution |
P1203
|
FINISHED |
| Object | University of Maryland, College Park |
E25337
|
NE FINISHED |
How this triple was built (2 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, College Park | Statement: [Ben Shneiderman, workInstitution, University of Maryland, College Park]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Maryland, College Park Context triple: [Ben Shneiderman, workInstitution, University of Maryland, College Park]
-
A.
University of Maryland
chosen
The University of Maryland is a major American public research university system known for its flagship campus in College Park and its strong programs in science, engineering, and public policy.
-
B.
University of Maryland, Baltimore County
The University of Maryland, Baltimore County (UMBC) is a public research university in Baltimore County, Maryland, known for its strong programs in STEM fields and its notable achievements in collegiate athletics, including a historic NCAA men’s basketball tournament upset.
-
C.
University System of Maryland
The University System of Maryland is a public higher education system that oversees and coordinates multiple universities and institutions across the state of Maryland.
-
D.
Towson University
Towson University is a public research university in Towson, Maryland, known for its comprehensive undergraduate and graduate programs and competitive NCAA Division I athletics.
-
E.
Johns Hopkins University
Johns Hopkins University is a prestigious private research university in Baltimore, Maryland, renowned for its leadership in medical, public health, and scientific research.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d8278fa2108190bc0d0e7939c1eb03 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8e87febc8190a63c668cbd0fd713 |
completed | April 14, 2026, 6:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd5bbb672c8190b25f7046500c56e2 |
completed | May 8, 2026, 3:42 a.m. |
Created at: April 10, 2026, 1:14 a.m.