Triple
T3135602
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toccoa, Georgia |
E65520
|
entity |
| Predicate | locatedOn |
P40
|
FINISHED |
| Object |
Toccoa Creek
Toccoa Creek is a stream in northeastern Georgia known for flowing through Stephens County and forming the scenic Toccoa Falls.
|
E527622
|
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 Creek | Statement: [Toccoa, Georgia, locatedOn, Toccoa Creek]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toccoa Creek Context triple: [Toccoa, Georgia, locatedOn, Toccoa Creek]
-
A.
Peachtree Creek
Peachtree Creek is a major stream in the Atlanta, Georgia area that flows through the city before joining the Chattahoochee River.
-
B.
Chestatee River
The Chestatee River is a tributary of the Chattahoochee River in northern Georgia, known for its scenic Appalachian foothills setting and recreational activities like fishing and paddling.
-
C.
Haulover Creek
Haulover Creek is a coastal waterway in Belize that flows through Belize City, connecting the Belize River to the Caribbean Sea and serving as an important historical and commercial channel.
-
D.
Ellijay River
The Ellijay River is a scenic mountain river in northern Georgia known for its clear waters, trout fishing, and role in forming the Coosawattee River near the town of Ellijay.
-
E.
Ochlockonee River
The Ochlockonee River is a winding river in the southeastern United States that flows through Georgia and Florida before emptying into the Gulf of Mexico, known for its diverse ecosystems and recreational opportunities.
- 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 Creek Triple: [Toccoa, Georgia, locatedOn, Toccoa Creek]
Generated description
Toccoa Creek is a stream in northeastern Georgia known for flowing through Stephens County and forming the scenic Toccoa Falls.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toccoa Creek Target entity description: Toccoa Creek is a stream in northeastern Georgia known for flowing through Stephens County and forming the scenic Toccoa Falls.
-
A.
Peachtree Creek
Peachtree Creek is a major stream in the Atlanta, Georgia area that flows through the city before joining the Chattahoochee River.
-
B.
Chestatee River
The Chestatee River is a tributary of the Chattahoochee River in northern Georgia, known for its scenic Appalachian foothills setting and recreational activities like fishing and paddling.
-
C.
Haulover Creek
Haulover Creek is a coastal waterway in Belize that flows through Belize City, connecting the Belize River to the Caribbean Sea and serving as an important historical and commercial channel.
-
D.
Ellijay River
The Ellijay River is a scenic mountain river in northern Georgia known for its clear waters, trout fishing, and role in forming the Coosawattee River near the town of Ellijay.
-
E.
Ochlockonee River
The Ochlockonee River is a winding river in the southeastern United States that flows through Georgia and Florida before emptying into the Gulf of Mexico, known for its diverse ecosystems and recreational opportunities.
- 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_69bff4a84e5881908df112c3a405bbde |
completed | March 22, 2026, 1:54 p.m. |
| NEDg | Description generation | batch_69bff5460aa08190847827e7482b9936 |
completed | March 22, 2026, 1:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bff59931b88190afd6c28f10cb037b |
completed | March 22, 2026, 1:58 p.m. |
Created at: March 8, 2026, 3:05 p.m.