Triple

T5990178
Position Surface form Disambiguated ID Type / Status
Subject Telfair County E133327 entity
Predicate containsTown P847 FINISHED
Object Lumber City
Lumber City is a small rural town in south-central Georgia, United States, known historically for its timber industry and location near the confluence of the Ocmulgee and Oconee rivers.
 E561715 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: Lumber City | Statement: [Telfair County, containsTown, Lumber City]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lumber City
Context triple: [Telfair County, containsTown, Lumber City]
  • A. Basin City
    Basin City is the gritty, crime-ridden fictional metropolis that serves as the primary setting for Frank Miller’s Sin City graphic novels and their film adaptations.
  • B. Nickel City
    Nickel City is a nickname for Sudbury, Ontario, reflecting its historic importance as a major global center for nickel mining and production.
  • C. Bell City
    Bell City is a nickname for Bristol, Connecticut, historically known for its prominent clock and bell manufacturing industry.
  • D. Union City
    Union City is a suburban city in California’s San Francisco Bay Area, known for its diverse population and location between Oakland and San Jose.
  • E. Union City
    Union City is a suburban city in Fulton County, Georgia, that forms part of the greater Atlanta 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: Lumber City
Triple: [Telfair County, containsTown, Lumber City]
Generated description
Lumber City is a small rural town in south-central Georgia, United States, known historically for its timber industry and location near the confluence of the Ocmulgee and Oconee rivers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lumber City
Target entity description: Lumber City is a small rural town in south-central Georgia, United States, known historically for its timber industry and location near the confluence of the Ocmulgee and Oconee rivers.
  • A. Basin City
    Basin City is the gritty, crime-ridden fictional metropolis that serves as the primary setting for Frank Miller’s Sin City graphic novels and their film adaptations.
  • B. Nickel City
    Nickel City is a nickname for Sudbury, Ontario, reflecting its historic importance as a major global center for nickel mining and production.
  • C. Bell City
    Bell City is a nickname for Bristol, Connecticut, historically known for its prominent clock and bell manufacturing industry.
  • D. Union City
    Union City is a suburban city in California’s San Francisco Bay Area, known for its diverse population and location between Oakland and San Jose.
  • E. Union City
    Union City is a suburban city in Fulton County, Georgia, that forms part of the greater Atlanta 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_69c0087010d081908bb8142342d63330 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04dc8ab648190beb1bc141796894e completed March 22, 2026, 8:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1085ac1bc8190a828d3841098cc23 completed March 23, 2026, 9:31 a.m.
NEDg Description generation batch_69c10aab4d0c8190ae467f8c7c945196 completed March 23, 2026, 9:40 a.m.
NED2 Entity disambiguation (via description) batch_69c10b19705c8190a1d9ee17b1c5833f completed March 23, 2026, 9:42 a.m.
Created at: March 22, 2026, 4:05 p.m.