Triple

T686981
Position Surface form Disambiguated ID Type / Status
Subject Meriwether County, Georgia E13304 entity
Predicate contains P35 FINISHED
Object Chalybeate Springs, Georgia
Chalybeate Springs, Georgia is an unincorporated community historically known for its mineral-rich spring waters, located in rural Meriwether County in west-central Georgia.
E86219 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: Chalybeate Springs, Georgia | Statement: [Meriwether County, Georgia, contains, Chalybeate Springs, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chalybeate Springs, Georgia
Context triple: [Meriwether County, Georgia, contains, Chalybeate Springs, Georgia]
  • A. Chalybeate Spring
    Chalybeate Spring is a historic iron-rich mineral spring in Royal Tunbridge Wells, England, long famed for its supposedly health-giving waters and role in the town’s development as a spa resort.
  • B. Warm Springs, Georgia, United States
    Warm Springs, Georgia, United States is a small town historically known as a therapeutic retreat and the place where President Franklin D. Roosevelt frequently stayed and ultimately died.
  • C. Pine Mountain, Georgia
    Pine Mountain, Georgia is a small town in west-central Georgia known as a gateway to Callaway Gardens and the scenic Pine Mountain Range.
  • D. Shingle Springs
    Shingle Springs is a small unincorporated community in Northern California known for its Gold Rush-era history and rural, foothill setting.
  • E. Chattahoochee Hills, Georgia
    Chattahoochee Hills, Georgia is a small, largely rural city in the Atlanta metropolitan area known for its scenic countryside, conservation-focused development, and outdoor events such as the annual TomorrowWorld music festival (formerly held there).
  • 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: Chalybeate Springs, Georgia
Triple: [Meriwether County, Georgia, contains, Chalybeate Springs, Georgia]
Generated description
Chalybeate Springs, Georgia is an unincorporated community historically known for its mineral-rich spring waters, located in rural Meriwether County in west-central Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chalybeate Springs, Georgia
Target entity description: Chalybeate Springs, Georgia is an unincorporated community historically known for its mineral-rich spring waters, located in rural Meriwether County in west-central Georgia.
  • A. Chalybeate Spring
    Chalybeate Spring is a historic iron-rich mineral spring in Royal Tunbridge Wells, England, long famed for its supposedly health-giving waters and role in the town’s development as a spa resort.
  • B. Warm Springs, Georgia, United States
    Warm Springs, Georgia, United States is a small town historically known as a therapeutic retreat and the place where President Franklin D. Roosevelt frequently stayed and ultimately died.
  • C. Pine Mountain, Georgia
    Pine Mountain, Georgia is a small town in west-central Georgia known as a gateway to Callaway Gardens and the scenic Pine Mountain Range.
  • D. Shingle Springs
    Shingle Springs is a small unincorporated community in Northern California known for its Gold Rush-era history and rural, foothill setting.
  • E. Chattahoochee Hills, Georgia
    Chattahoochee Hills, Georgia is a small, largely rural city in the Atlanta metropolitan area known for its scenic countryside, conservation-focused development, and outdoor events such as the annual TomorrowWorld music festival (formerly held there).
  • 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_69a4933e0f98819097d22766c49b61b8 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4a093ac988190bb339616a3ed5adb completed March 1, 2026, 8:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69a6374ee9ac819091abef4167e3433e completed March 3, 2026, 1:20 a.m.
NEDg Description generation batch_69a639ae1efc8190ba546164d8279c28 completed March 3, 2026, 1:30 a.m.
NED2 Entity disambiguation (via description) batch_69a63a2eacc0819080a7056cc54a1264 completed March 3, 2026, 1:32 a.m.
Created at: March 1, 2026, 7:36 p.m.