Triple
T2918217
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Byrd |
E78656
|
entity |
| Predicate | education |
P5
|
FINISHED |
| Object | Marshall University |
E107809
|
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: Marshall University | Statement: [Robert Byrd, education, Marshall University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshall University Context triple: [Robert Byrd, education, Marshall University]
-
A.
Marshall University
chosen
Marshall University is a public research university in Huntington, West Virginia, known for its strong academic programs and prominent place in American sports and cultural history.
-
B.
Shepherd University
Shepherd University is a public liberal arts university located in Shepherdstown, West Virginia, offering undergraduate and graduate programs across a range of disciplines.
-
C.
West Virginia University
West Virginia University is a public land-grant research university in Morgantown, West Virginia, known for its comprehensive academic programs and prominent role in the state's higher education system.
-
D.
Morehead State University
Morehead State University is a public university in Morehead, Kentucky, known for its regional academic programs and NCAA Division I athletics.
-
E.
James Madison University
James Madison University is a public research university in Harrisonburg, Virginia, known for its strong undergraduate programs and vibrant campus life.
- 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_69ad8b0c2ad081909ff87050ae542bb9 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad96a41b4c81909d8ace8ab270ed3c |
completed | March 8, 2026, 3:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0562c5b5081908026b3f590b03aca |
completed | March 10, 2026, 5:34 p.m. |
Created at: March 8, 2026, 2:54 p.m.