Triple

T5074020
Position Surface form Disambiguated ID Type / Status
Subject Parkville, Maryland E114347 entity
Predicate hasPublicSchoolDistrict P226 FINISHED
Object Baltimore County Public Schools
Baltimore County Public Schools is a large public school district in Maryland that serves students across Baltimore County with a network of elementary, middle, and high schools.
 E491625 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: Baltimore County Public Schools | Statement: [Parkville, Maryland, hasPublicSchoolDistrict, Baltimore County Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Baltimore County Public Schools
Context triple: [Parkville, Maryland, hasPublicSchoolDistrict, Baltimore County Public Schools]
  • A. Baltimore City Public Schools
    Baltimore City Public Schools is the public school district responsible for operating and overseeing the network of public elementary, middle, and high schools in Baltimore, Maryland.
  • B. 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.
  • C. Howard County Public School System
    Howard County Public School System is the public school district serving students in Howard County, Maryland, operating a network of elementary, middle, and high schools.
  • D. Montgomery County Public Schools
    Montgomery County Public Schools is the public school district serving students in Montgomery County, Alabama, operating a network of elementary, middle, and high schools.
  • E. 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.
  • 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: Baltimore County Public Schools
Triple: [Parkville, Maryland, hasPublicSchoolDistrict, Baltimore County Public Schools]
Generated description
Baltimore County Public Schools is a large public school district in Maryland that serves students across Baltimore County with a network of elementary, middle, and high schools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Baltimore County Public Schools
Target entity description: Baltimore County Public Schools is a large public school district in Maryland that serves students across Baltimore County with a network of elementary, middle, and high schools.
  • A. Baltimore City Public Schools
    Baltimore City Public Schools is the public school district responsible for operating and overseeing the network of public elementary, middle, and high schools in Baltimore, Maryland.
  • B. 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.
  • C. Howard County Public School System
    Howard County Public School System is the public school district serving students in Howard County, Maryland, operating a network of elementary, middle, and high schools.
  • D. Montgomery County Public Schools
    Montgomery County Public Schools is the public school district serving students in Montgomery County, Alabama, operating a network of elementary, middle, and high schools.
  • E. 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.
  • 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_69bd443cf28c8190ad371d603563dbdd completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd74d0be1c819081b26235fe602a30 completed March 20, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69beb11b3f3c819089f09178f17940c5 completed March 21, 2026, 2:54 p.m.
NEDg Description generation batch_69beb1a445f48190b3318d816830e1a6 completed March 21, 2026, 2:56 p.m.
NED2 Entity disambiguation (via description) batch_69beb23f789c8190811ee9e43327196c completed March 21, 2026, 2:59 p.m.
Created at: March 20, 2026, 1:39 p.m.