Triple

T7238492
Position Surface form Disambiguated ID Type / Status
Subject Chesapeake, Virginia E155292 entity
Predicate hasSchoolSystem P113 FINISHED
Object Chesapeake Public Schools
Chesapeake Public Schools is the public school district serving the city of Chesapeake, Virginia, operating its network of elementary, middle, and high schools.
 E652233 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: Chesapeake Public Schools | Statement: [Chesapeake, Virginia, hasSchoolSystem, Chesapeake Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chesapeake Public Schools
Context triple: [Chesapeake, Virginia, hasSchoolSystem, Chesapeake Public Schools]
  • A. 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.
  • B. Prince William County Public Schools
    Prince William County Public Schools is a large public school division in Northern Virginia that serves students across Prince William County and surrounding communities.
  • C. Frederick County Public Schools
    Frederick County Public Schools is the public school district that serves students in Frederick County, Virginia, including the community of Gore.
  • D. Frederick County Public Schools
    Frederick County Public Schools is the public school district that operates and oversees K–12 education for students throughout Frederick County, Maryland.
  • E. Jamestown Public Schools
    Jamestown Public Schools is the public school district serving students in the city of Jamestown in southwestern New York State.
  • 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: Chesapeake Public Schools
Triple: [Chesapeake, Virginia, hasSchoolSystem, Chesapeake Public Schools]
Generated description
Chesapeake Public Schools is the public school district serving the city of Chesapeake, Virginia, operating its network of elementary, middle, and high schools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chesapeake Public Schools
Target entity description: Chesapeake Public Schools is the public school district serving the city of Chesapeake, Virginia, operating its network of elementary, middle, and high schools.
  • A. 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.
  • B. Prince William County Public Schools
    Prince William County Public Schools is a large public school division in Northern Virginia that serves students across Prince William County and surrounding communities.
  • C. Frederick County Public Schools
    Frederick County Public Schools is the public school district that serves students in Frederick County, Virginia, including the community of Gore.
  • D. Frederick County Public Schools
    Frederick County Public Schools is the public school district that operates and oversees K–12 education for students throughout Frederick County, Maryland.
  • E. Jamestown Public Schools
    Jamestown Public Schools is the public school district serving students in the city of Jamestown in southwestern New York State.
  • 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_69c688143bfc81908d4176617735e601 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea368fb88190bd9e991e8b94dac6 completed March 27, 2026, 8:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7d38efa4c8190abd6434188d8c58f completed March 28, 2026, 1:11 p.m.
NEDg Description generation batch_69c7d476df7081909d6e26015ac9135f completed March 28, 2026, 1:15 p.m.
NED2 Entity disambiguation (via description) batch_69c7d551870c8190be0b37702d683fbd completed March 28, 2026, 1:19 p.m.
Created at: March 27, 2026, 2:55 p.m.