Triple

T7852551
Position Surface form Disambiguated ID Type / Status
Subject Easton, Maryland E182090 entity
Predicate hasPublicSchoolSystem P226 FINISHED
Object Talbot County Public Schools
Talbot County Public Schools is the public school district serving students in Talbot County, Maryland, including the town of Easton.
 E698746 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: Talbot County Public Schools | Statement: [Easton, Maryland, hasPublicSchoolSystem, Talbot County Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Talbot County Public Schools
Context triple: [Easton, Maryland, hasPublicSchoolSystem, Talbot County Public Schools]
  • A. Calhoun County School District
    Calhoun County School District is the public education system responsible for operating and overseeing K–12 schools in Calhoun County, Florida.
  • B. Carroll County Public Schools
    Carroll County Public Schools is the public school district responsible for providing K–12 education to students in Carroll County, Maryland.
  • C. Calvert County Public Schools
    Calvert County Public Schools is the public school district responsible for providing K–12 education to students in Calvert County, Maryland.
  • D. Calvert County Board of Education
    The Calvert County Board of Education is the elected policymaking body that oversees and sets educational priorities for the public school system in Calvert County, Maryland.
  • E. Marshall County Schools
    Marshall County Schools is the public school district serving students in Marshall 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: Talbot County Public Schools
Triple: [Easton, Maryland, hasPublicSchoolSystem, Talbot County Public Schools]
Generated description
Talbot County Public Schools is the public school district serving students in Talbot County, Maryland, including the town of Easton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Talbot County Public Schools
Target entity description: Talbot County Public Schools is the public school district serving students in Talbot County, Maryland, including the town of Easton.
  • A. Calhoun County School District
    Calhoun County School District is the public education system responsible for operating and overseeing K–12 schools in Calhoun County, Florida.
  • B. Carroll County Public Schools
    Carroll County Public Schools is the public school district responsible for providing K–12 education to students in Carroll County, Maryland.
  • C. Calvert County Public Schools
    Calvert County Public Schools is the public school district responsible for providing K–12 education to students in Calvert County, Maryland.
  • D. Calvert County Board of Education
    The Calvert County Board of Education is the elected policymaking body that oversees and sets educational priorities for the public school system in Calvert County, Maryland.
  • E. Marshall County Schools
    Marshall County Schools is the public school district serving students in Marshall 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_69ca82869ee08190b8f9040dbc2c0467 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb18ec48548190960bd564a60effa8 completed March 31, 2026, 12:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b161a4881909641f3a29c1650b4 completed March 31, 2026, 5:26 a.m.
NEDg Description generation batch_69cb5f1c9ef08190b1b79482f39966c7 completed March 31, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69cb766e41fc8190a08f07d04774053a completed March 31, 2026, 7:23 a.m.
Created at: March 30, 2026, 4:51 p.m.