Triple
T2245974
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Franco |
E49504
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
Warren Wilson College
Warren Wilson College is a small liberal arts college in Swannanoa, North Carolina, known for its work-college model that integrates academics, campus jobs, and community service.
|
E251205
|
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: Warren Wilson College | Statement: [James Franco, educatedAt, Warren Wilson College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Warren Wilson College Context triple: [James Franco, educatedAt, Warren Wilson College]
-
A.
Guilford College
Guilford College is a small private liberal arts college in Greensboro, North Carolina, historically affiliated with the Religious Society of Friends (Quakers).
-
B.
Milligan College
Milligan College is a private Christian liberal arts college in Tennessee known for its strong emphasis on faith-based education and service.
-
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.
Salem College
Salem College is a historic liberal arts college for women located in Winston-Salem, North Carolina, known as one of the oldest educational institutions for women in the United States.
-
E.
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.
- 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: Warren Wilson College Triple: [James Franco, educatedAt, Warren Wilson College]
Generated description
Warren Wilson College is a small liberal arts college in Swannanoa, North Carolina, known for its work-college model that integrates academics, campus jobs, and community service.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Warren Wilson College Target entity description: Warren Wilson College is a small liberal arts college in Swannanoa, North Carolina, known for its work-college model that integrates academics, campus jobs, and community service.
-
A.
Guilford College
Guilford College is a small private liberal arts college in Greensboro, North Carolina, historically affiliated with the Religious Society of Friends (Quakers).
-
B.
Milligan College
Milligan College is a private Christian liberal arts college in Tennessee known for its strong emphasis on faith-based education and service.
-
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.
Salem College
Salem College is a historic liberal arts college for women located in Winston-Salem, North Carolina, known as one of the oldest educational institutions for women in the United States.
-
E.
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.
- 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_69a88aa979788190ad6500f1d8eee2fc |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc0ea75d881909d4e176a432f32e8 |
completed | March 7, 2026, 6:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae71c1edd081909acbb8b1915ce0d6 |
completed | March 9, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69ae727388f48190bbb516e1cc907689 |
completed | March 9, 2026, 7:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae733c44008190ac1429da66cf77aa |
completed | March 9, 2026, 7:14 a.m. |
Created at: March 4, 2026, 7:47 p.m.