Triple
T3135583
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toccoa, Georgia |
E65520
|
entity |
| Predicate | nearbyFeature |
P2064
|
FINISHED |
| Object |
Toccoa Falls
Toccoa Falls is a picturesque 186-foot waterfall located on the campus of Toccoa Falls College in northeastern Georgia, known for its scenic beauty and accessibility.
|
E328880
|
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: Toccoa Falls | Statement: [Toccoa, Georgia, nearbyFeature, Toccoa Falls]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toccoa Falls Context triple: [Toccoa, Georgia, nearbyFeature, Toccoa Falls]
-
A.
Fort Valley State College
Fort Valley State College is a historically Black public institution of higher education in Fort Valley, Georgia, known for its role in educating African American students in the 20th century.
-
B.
Belhaven
Belhaven is a small community located within the town of Georgina in Ontario, Canada.
-
C.
Bryan College
Bryan College is a private Christian liberal arts college known for its faith-based education and small-campus setting in the United States.
-
D.
Francis Marion University
Francis Marion University is a public university in Florence, South Carolina, named in honor of Revolutionary War hero Francis Marion and known for its strong regional focus on liberal arts and professional programs.
-
E.
Oglethorpe
Oglethorpe is an English surname most notably associated with James Oglethorpe, the founder of the colony of Georgia.
- 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: Toccoa Falls Triple: [Toccoa, Georgia, nearbyFeature, Toccoa Falls]
Generated description
Toccoa Falls is a picturesque 186-foot waterfall located on the campus of Toccoa Falls College in northeastern Georgia, known for its scenic beauty and accessibility.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toccoa Falls Target entity description: Toccoa Falls is a picturesque 186-foot waterfall located on the campus of Toccoa Falls College in northeastern Georgia, known for its scenic beauty and accessibility.
-
A.
Fort Valley State College
Fort Valley State College is a historically Black public institution of higher education in Fort Valley, Georgia, known for its role in educating African American students in the 20th century.
-
B.
Belhaven
Belhaven is a small community located within the town of Georgina in Ontario, Canada.
-
C.
Bryan College
Bryan College is a private Christian liberal arts college known for its faith-based education and small-campus setting in the United States.
-
D.
Francis Marion University
Francis Marion University is a public university in Florence, South Carolina, named in honor of Revolutionary War hero Francis Marion and known for its strong regional focus on liberal arts and professional programs.
-
E.
Oglethorpe
Oglethorpe is an English surname most notably associated with James Oglethorpe, the founder of the colony of Georgia.
- 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_69ad8581c25c8190b0d85ba9b9baa531 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada5637de0819089393429c4017298 |
completed | March 8, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b20f8793488190aa31040edaf1d627 |
completed | March 12, 2026, 12:57 a.m. |
| NEDg | Description generation | batch_69b2103d83688190b107ecbacac604c1 |
completed | March 12, 2026, 1 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b210a290088190aaa10a015519e1de |
completed | March 12, 2026, 1:02 a.m. |
Created at: March 8, 2026, 3:05 p.m.