Triple
T6765805
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gregg Marshall |
E154714
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
Randolph–Macon College
Randolph–Macon College is a private liberal arts college in Ashland, Virginia, known for its small-campus environment and strong undergraduate focus.
|
E630911
|
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: Randolph–Macon College | Statement: [Gregg Marshall, educatedAt, Randolph–Macon College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Randolph–Macon College Context triple: [Gregg Marshall, educatedAt, Randolph–Macon College]
-
A.
Randolph College
Randolph College is a small private liberal arts college known for its rigorous academics and historic campus in Lynchburg, Virginia.
-
B.
Hampden–Sydney College
Hampden–Sydney College is a historic private liberal arts men’s college in Virginia, known as one of the oldest institutions of higher education in the United States.
-
C.
University of Mary Washington
The University of Mary Washington is a public liberal arts and sciences university known for its strong undergraduate focus and historic campus in Virginia.
-
D.
Washington College
Washington College is a historic liberal arts college in Chestertown, Maryland, known as the first college chartered in the newly independent United States and for its association with George Washington.
-
E.
University of Richmond
The University of Richmond is a private liberal arts university known for its strong undergraduate programs, especially in business, leadership, and the liberal arts, and its picturesque campus.
- 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: Randolph–Macon College Triple: [Gregg Marshall, educatedAt, Randolph–Macon College]
Generated description
Randolph–Macon College is a private liberal arts college in Ashland, Virginia, known for its small-campus environment and strong undergraduate focus.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Randolph–Macon College Target entity description: Randolph–Macon College is a private liberal arts college in Ashland, Virginia, known for its small-campus environment and strong undergraduate focus.
-
A.
Randolph College
Randolph College is a small private liberal arts college known for its rigorous academics and historic campus in Lynchburg, Virginia.
-
B.
Hampden–Sydney College
Hampden–Sydney College is a historic private liberal arts men’s college in Virginia, known as one of the oldest institutions of higher education in the United States.
-
C.
University of Mary Washington
The University of Mary Washington is a public liberal arts and sciences university known for its strong undergraduate focus and historic campus in Virginia.
-
D.
Washington College
Washington College is a historic liberal arts college in Chestertown, Maryland, known as the first college chartered in the newly independent United States and for its association with George Washington.
-
E.
University of Richmond
The University of Richmond is a private liberal arts university known for its strong undergraduate programs, especially in business, leadership, and the liberal arts, and its picturesque campus.
- 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_69c688109c1c8190added9a221292af0 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d22ed30881909e1bfcfb8cf175a2 |
completed | March 27, 2026, 6:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c75822dcec81908f8f6b8cf8c1ac09 |
completed | March 28, 2026, 4:25 a.m. |
| NEDg | Description generation | batch_69c7590c782481908d7762a0a2720f93 |
completed | March 28, 2026, 4:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c75966e1008190ad2b34975b0de4ce |
completed | March 28, 2026, 4:30 a.m. |
Created at: March 27, 2026, 2:12 p.m.