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.