Triple

T785795
Position Surface form Disambiguated ID Type / Status
Subject Calvert County, Maryland E16597 entity
Predicate hasSchoolSystem P113 FINISHED
Object 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.
 E98759 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: Calvert County Public Schools | Statement: [Calvert County, Maryland, hasSchoolSystem, Calvert County Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Calvert County Public Schools
Context triple: [Calvert County, Maryland, hasSchoolSystem, Calvert County Public Schools]
  • A. Charles County Public Schools
    Charles County Public Schools is the public school district responsible for providing K–12 education to students in Charles County, Maryland.
  • B. Prince George’s County Public Schools
    Prince George’s County Public Schools is the public school district serving students in Prince George’s County, Maryland, operating a large network of elementary, middle, and high schools as well as specialized educational programs.
  • C. Montgomery County Public Schools
    Montgomery County Public Schools is the public school district serving Montgomery County, Maryland, and is one of the largest and highest-performing school systems in the United States.
  • D. Stafford County Public Schools
    Stafford County Public Schools is the K–12 school district responsible for operating and overseeing public education in Stafford County, Virginia.
  • 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
  • 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: Calvert County Public Schools
Triple: [Calvert County, Maryland, hasSchoolSystem, Calvert County Public Schools]
Generated description
Calvert County Public Schools is the public school district responsible for providing K–12 education to students in Calvert County, Maryland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Calvert County Public Schools
Target entity description: Calvert County Public Schools is the public school district responsible for providing K–12 education to students in Calvert County, Maryland.
  • A. Charles County Public Schools
    Charles County Public Schools is the public school district responsible for providing K–12 education to students in Charles County, Maryland.
  • B. Prince George’s County Public Schools
    Prince George’s County Public Schools is the public school district serving students in Prince George’s County, Maryland, operating a large network of elementary, middle, and high schools as well as specialized educational programs.
  • C. Montgomery County Public Schools
    Montgomery County Public Schools is the public school district serving Montgomery County, Maryland, and is one of the largest and highest-performing school systems in the United States.
  • D. Stafford County Public Schools
    Stafford County Public Schools is the K–12 school district responsible for operating and overseeing public education in Stafford County, Virginia.
  • 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_69a4936ad1fc81908f190208059ccf78 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a76b0d6c8190a09b1a0bd4a6eeec completed March 1, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69a79286e8b88190887def813bc65d95 completed March 4, 2026, 2:01 a.m.
NEDg Description generation batch_69a792edde248190859bbef2b50c39a0 completed March 4, 2026, 2:03 a.m.
NED2 Entity disambiguation (via description) batch_69a79342d4108190831131e85f2886c8 completed March 4, 2026, 2:04 a.m.
Created at: March 1, 2026, 7:38 p.m.