Triple

T4455604
Position Surface form Disambiguated ID Type / Status
Subject Seminole County, Georgia E97713 entity
Predicate hasTown P847 FINISHED
Object Iron City, Georgia
Iron City, Georgia is a small rural town located in Seminole County in the southwestern part of the state.
 E443427 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: Iron City, Georgia | Statement: [Seminole County, Georgia, hasTown, Iron City, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Iron City, Georgia
Context triple: [Seminole County, Georgia, hasTown, Iron City, Georgia]
  • A. Lumber City, Georgia
    Lumber City, Georgia is a small rural city in Telfair County known historically as a timber and river trade community in southeastern Georgia.
  • B. Garden City, Georgia
    Garden City, Georgia is an industrial and residential suburb of Savannah known for its proximity to the Port of Savannah and its role in the region’s transportation and manufacturing sectors.
  • C. St. Marys, Georgia
    St. Marys, Georgia is a historic coastal town in southeastern Georgia known as a gateway to Cumberland Island and the surrounding marshes and waterways.
  • D. Fairburn, Georgia
    Fairburn, Georgia is a small city in the Atlanta metropolitan area known for its historic downtown and role as a growing suburban community.
  • E. Bogart, Georgia
    Bogart, Georgia is a small town in northeastern Georgia located near the Athens metropolitan area.
  • 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: Iron City, Georgia
Triple: [Seminole County, Georgia, hasTown, Iron City, Georgia]
Generated description
Iron City, Georgia is a small rural town located in Seminole County in the southwestern part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Iron City, Georgia
Target entity description: Iron City, Georgia is a small rural town located in Seminole County in the southwestern part of the state.
  • A. Lumber City, Georgia
    Lumber City, Georgia is a small rural city in Telfair County known historically as a timber and river trade community in southeastern Georgia.
  • B. Garden City, Georgia
    Garden City, Georgia is an industrial and residential suburb of Savannah known for its proximity to the Port of Savannah and its role in the region’s transportation and manufacturing sectors.
  • C. St. Marys, Georgia
    St. Marys, Georgia is a historic coastal town in southeastern Georgia known as a gateway to Cumberland Island and the surrounding marshes and waterways.
  • D. Fairburn, Georgia
    Fairburn, Georgia is a small city in the Atlanta metropolitan area known for its historic downtown and role as a growing suburban community.
  • E. Bogart, Georgia
    Bogart, Georgia is a small town in northeastern Georgia located near the Athens metropolitan area.
  • 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_69b3454777808190b78aa9047ba1f018 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355f79ca481909338dda9f4f7171f completed March 13, 2026, 12:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69b63767f8d08190a58cc441471adf90 completed March 15, 2026, 4:36 a.m.
NEDg Description generation batch_69b63823c30c8190af727acae00da9d3 completed March 15, 2026, 4:40 a.m.
NED2 Entity disambiguation (via description) batch_69b638a398f88190bd0f041e9494aeba completed March 15, 2026, 4:42 a.m.
Created at: March 12, 2026, 11:33 p.m.