Triple

T16907943
Position Surface form Disambiguated ID Type / Status
Subject Lewisburg, Tennessee E424609 entity
Predicate isServedBy P1293 FINISHED
Object Marshall County School System
Marshall County School System is the public school district responsible for providing K–12 education to students in and around Lewisburg in Marshall County, Tennessee.
 E1244220 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: Marshall County School System | Statement: [Lewisburg, Tennessee, isServedBy, Marshall County School System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marshall County School System
Context triple: [Lewisburg, Tennessee, isServedBy, Marshall County School System]
  • A. Marshall County Schools
    Marshall County Schools is the public school district serving students in Marshall County, West Virginia.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Harrison County Schools
    Harrison County Schools is the public school district responsible for administering and overseeing public education in Harrison County, West Virginia.
  • 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: Marshall County School System
Triple: [Lewisburg, Tennessee, isServedBy, Marshall County School System]
Generated description
Marshall County School System is the public school district responsible for providing K–12 education to students in and around Lewisburg in Marshall County, Tennessee.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marshall County School System
Target entity description: Marshall County School System is the public school district responsible for providing K–12 education to students in and around Lewisburg in Marshall County, Tennessee.
  • A. Marshall County Schools
    Marshall County Schools is the public school district serving students in Marshall County, West Virginia.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Harrison County Schools
    Harrison County Schools is the public school district responsible for administering and overseeing public education in Harrison County, West Virginia.
  • 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_6a00dc002fac81908b7628d2add1e2dd completed May 10, 2026, 7:26 p.m.
NEDg Description generation batch_6a0114d33cac819083d8e542ea5bc274 completed May 10, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0115c583608190bf07ac205399f253 completed May 10, 2026, 11:33 p.m.
Created at: April 10, 2026, 5:30 a.m.