Triple

T2493325
Position Surface form Disambiguated ID Type / Status
Subject Montgomery County, Alabama E52095 entity
Predicate contains P35 FINISHED
Object 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.
E273479 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: Montgomery County Public Schools | Statement: [Montgomery County, Alabama, contains, Montgomery County Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Montgomery County Public Schools
Context triple: [Montgomery County, Alabama, contains, Montgomery County Public Schools]
  • A. 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.
  • 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. 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. 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. 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.
  • 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: Montgomery County Public Schools
Triple: [Montgomery County, Alabama, contains, Montgomery County Public Schools]
Generated description
Montgomery County Public Schools is the public school district serving students in Montgomery County, Alabama, operating a network of elementary, middle, and high schools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Montgomery County Public Schools
Target entity description: Montgomery County Public Schools is the public school district serving students in Montgomery County, Alabama, operating a network of elementary, middle, and high schools.
  • A. 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.
  • 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. 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. 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. 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.
  • 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_69ab4955111c8190835bf619adec21ff completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd192cad08190b13bf8e2d7149199 completed March 7, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1f93a29081908de1107bf0f96647 completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af213dd1dc8190ae05fd58b9a4487b completed March 9, 2026, 7:36 p.m.
NED2 Entity disambiguation (via description) batch_69af220603308190904e2e28ecb3ad09 completed March 9, 2026, 7:39 p.m.
Created at: March 6, 2026, 9:45 p.m.