Triple
T2927090
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A. James Clark School of Engineering |
E78870
|
entity |
| Predicate | hasResearchCenter |
P40
|
FINISHED |
| Object |
Maryland Robotics Center
The Maryland Robotics Center is a leading interdisciplinary research hub at the University of Maryland focused on advancing robotics, autonomy, and human-robot interaction across engineering and related fields.
|
E311097
|
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: Maryland Robotics Center | Statement: [A. James Clark School of Engineering, hasResearchCenter, Maryland Robotics Center]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maryland Robotics Center Context triple: [A. James Clark School of Engineering, hasResearchCenter, Maryland Robotics Center]
-
A.
National Robotics Engineering Center
The National Robotics Engineering Center is a leading research and development facility at Carnegie Mellon University specializing in advanced robotics and autonomous systems for real-world applications.
-
B.
Robotics Institute, Carnegie Mellon University
The Robotics Institute at Carnegie Mellon University is a leading research and education center dedicated to advancing the science and technology of robotics and artificial intelligence.
-
C.
Johns Hopkins University Applied Physics Laboratory
Johns Hopkins University Applied Physics Laboratory is a major U.S. research center known for its advanced work in space exploration, defense technologies, and applied physics for government and scientific missions.
-
D.
A. James Clark School of Engineering
The A. James Clark School of Engineering is the engineering college of the University of Maryland, known for its strong programs in aerospace, mechanical, electrical, and civil engineering as well as its focus on research and innovation.
-
E.
Raleigh Institute
Raleigh Institute was the original name of what later became Shaw University, a historically Black university in Raleigh, North Carolina.
- 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: Maryland Robotics Center Triple: [A. James Clark School of Engineering, hasResearchCenter, Maryland Robotics Center]
Generated description
The Maryland Robotics Center is a leading interdisciplinary research hub at the University of Maryland focused on advancing robotics, autonomy, and human-robot interaction across engineering and related fields.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maryland Robotics Center Target entity description: The Maryland Robotics Center is a leading interdisciplinary research hub at the University of Maryland focused on advancing robotics, autonomy, and human-robot interaction across engineering and related fields.
-
A.
National Robotics Engineering Center
The National Robotics Engineering Center is a leading research and development facility at Carnegie Mellon University specializing in advanced robotics and autonomous systems for real-world applications.
-
B.
Robotics Institute, Carnegie Mellon University
The Robotics Institute at Carnegie Mellon University is a leading research and education center dedicated to advancing the science and technology of robotics and artificial intelligence.
-
C.
Johns Hopkins University Applied Physics Laboratory
Johns Hopkins University Applied Physics Laboratory is a major U.S. research center known for its advanced work in space exploration, defense technologies, and applied physics for government and scientific missions.
-
D.
A. James Clark School of Engineering
The A. James Clark School of Engineering is the engineering college of the University of Maryland, known for its strong programs in aerospace, mechanical, electrical, and civil engineering as well as its focus on research and innovation.
-
E.
Raleigh Institute
Raleigh Institute was the original name of what later became Shaw University, a historically Black university in Raleigh, North Carolina.
- 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_69ad8b0d40b481908bc2a5fa2e73c3fb |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad97fd89d88190bc7db4b39058ae3a |
completed | March 8, 2026, 3:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b08668a204819082b13e6ce62d5728 |
completed | March 10, 2026, 9 p.m. |
| NEDg | Description generation | batch_69b0d18f7928819098fba6a23dd40230 |
completed | March 11, 2026, 2:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0d221ec2481909c9d42f1c0d86b9b |
completed | March 11, 2026, 2:23 a.m. |
Created at: March 8, 2026, 2:55 p.m.