Triple

T16908029
Position Surface form Disambiguated ID Type / Status
Subject Camden, Tennessee E424611 entity
Predicate schoolDistrict P226 FINISHED
Object Benton County School System
Benton County School System is the public school district serving students in and around Camden in Benton County, Tennessee.
 E1241148 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: Benton County School System | Statement: [Camden, Tennessee, schoolDistrict, Benton County School System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Benton County School System
Context triple: [Camden, Tennessee, schoolDistrict, Benton County School System]
  • A. Butler County School System
    Butler County School System is the public school district serving students in and around Greenville and the broader Butler County area in Alabama.
  • B. Forrest County School District
    Forrest County School District is a public school system that serves students in Forrest County, Mississippi, providing K–12 education across multiple schools in the area.
  • C. Benton School District
    Benton School District is the public school system serving students in and around the city of Benton, Arkansas.
  • D. Madison County School District
    Madison County School District is the public education system responsible for operating and overseeing the K–12 schools serving students in Madison County, Florida.
  • E. Madison County School District
    Madison County School District is a public school system serving students in Madison County, Mississippi, providing K–12 education across multiple schools in the 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: Benton County School System
Triple: [Camden, Tennessee, schoolDistrict, Benton County School System]
Generated description
Benton County School System is the public school district serving students in and around Camden in Benton County, Tennessee.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Benton County School System
Target entity description: Benton County School System is the public school district serving students in and around Camden in Benton County, Tennessee.
  • A. Butler County School System
    Butler County School System is the public school district serving students in and around Greenville and the broader Butler County area in Alabama.
  • B. Forrest County School District
    Forrest County School District is a public school system that serves students in Forrest County, Mississippi, providing K–12 education across multiple schools in the area.
  • C. Benton School District
    Benton School District is the public school system serving students in and around the city of Benton, Arkansas.
  • D. Madison County School District
    Madison County School District is a public school system serving students in Madison County, Mississippi, providing K–12 education across multiple schools in the area.
  • E. Madison County School District
    Madison County School District is the public education system responsible for operating and overseeing the K–12 schools serving students in Madison County, Florida.
  • 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_69d889da3e8c8190a2b118f383f0beac completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e3ca3b1ad081908a032bff9699f2fe completed April 18, 2026, 6:15 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00cfd0ff2881908686678daab46664 completed May 10, 2026, 6:34 p.m.
NEDg Description generation batch_6a00d0a0852c8190991af93d50fa2216 completed May 10, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_6a00d14b83d88190b3dbc124d5b33029 completed May 10, 2026, 6:41 p.m.
Created at: April 10, 2026, 5:30 a.m.