Triple
T16870132
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Freeman A. Hrabowski III |
E421145
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Meyerhoff Scholars Program at UMBC
The Meyerhoff Scholars Program at UMBC is a nationally recognized initiative that supports and advances underrepresented students in STEM fields through scholarships, mentoring, and a strong academic community.
|
E1238404
|
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: Meyerhoff Scholars Program at UMBC | Statement: [Freeman A. Hrabowski III, notableWork, Meyerhoff Scholars Program at UMBC]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Meyerhoff Scholars Program at UMBC Context triple: [Freeman A. Hrabowski III, notableWork, Meyerhoff Scholars Program at UMBC]
-
A.
Rappaport Urban Scholars program
The Rappaport Urban Scholars program is a fellowship initiative that supports and develops emerging public-sector leaders committed to improving governance and policy in Greater Boston.
-
B.
Schwarzman Scholars program
The Schwarzman Scholars program is a prestigious, fully funded international scholarship at Tsinghua University in Beijing designed to prepare future global leaders through a one-year master’s degree in global affairs.
-
C.
Beckman Scholars Program
The Beckman Scholars Program is a prestigious undergraduate research scholarship initiative that supports exceptional students in chemistry, biological sciences, and related fields through mentored, hands-on laboratory research experiences.
-
D.
Tillman Scholars program
The Tillman Scholars program is a leadership and scholarship initiative that supports military veterans, service members, and their spouses in pursuing higher education and public service, honoring the legacy of Pat Tillman.
-
E.
Evan Pugh Scholars program at Pennsylvania State University
The Evan Pugh Scholars program at Pennsylvania State University is a prestigious academic honor recognizing the institution’s highest-achieving undergraduate students based on cumulative grade-point average.
- 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: Meyerhoff Scholars Program at UMBC Triple: [Freeman A. Hrabowski III, notableWork, Meyerhoff Scholars Program at UMBC]
Generated description
The Meyerhoff Scholars Program at UMBC is a nationally recognized initiative that supports and advances underrepresented students in STEM fields through scholarships, mentoring, and a strong academic community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Meyerhoff Scholars Program at UMBC Target entity description: The Meyerhoff Scholars Program at UMBC is a nationally recognized initiative that supports and advances underrepresented students in STEM fields through scholarships, mentoring, and a strong academic community.
-
A.
Rappaport Urban Scholars program
The Rappaport Urban Scholars program is a fellowship initiative that supports and develops emerging public-sector leaders committed to improving governance and policy in Greater Boston.
-
B.
Schwarzman Scholars program
The Schwarzman Scholars program is a prestigious, fully funded international scholarship at Tsinghua University in Beijing designed to prepare future global leaders through a one-year master’s degree in global affairs.
-
C.
Beckman Scholars Program
The Beckman Scholars Program is a prestigious undergraduate research scholarship initiative that supports exceptional students in chemistry, biological sciences, and related fields through mentored, hands-on laboratory research experiences.
-
D.
Tillman Scholars program
The Tillman Scholars program is a leadership and scholarship initiative that supports military veterans, service members, and their spouses in pursuing higher education and public service, honoring the legacy of Pat Tillman.
-
E.
Evan Pugh Scholars program at Pennsylvania State University
The Evan Pugh Scholars program at Pennsylvania State University is a prestigious academic honor recognizing the institution’s highest-achieving undergraduate students based on cumulative grade-point average.
- 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_69d889d470fc8190b4aec199636c0c56 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e3b50b85c08190b35d1c45ee0e9675 |
completed | April 18, 2026, 4:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c2aeb9908190964a9403402186fb |
completed | May 10, 2026, 5:38 p.m. |
| NEDg | Description generation | batch_6a00c3c25e9481908327bb6646212368 |
completed | May 10, 2026, 5:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00c44e37b48190a62b315ddbbd4ec4 |
completed | May 10, 2026, 5:45 p.m. |
Created at: April 10, 2026, 5:29 a.m.