Triple

T2527655
Position Surface form Disambiguated ID Type / Status
Subject Southfield E56075 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Birmingham Public Schools
Birmingham Public Schools is a public school district in Michigan serving students in Birmingham and parts of several neighboring communities, including Southfield.
 E274686 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: Birmingham Public Schools | Statement: [Southfield, hasSchoolDistrict, Birmingham Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Birmingham Public Schools
Context triple: [Southfield, hasSchoolDistrict, Birmingham Public Schools]
  • A. Trussville City Schools
    Trussville City Schools is the public school district serving the city of Trussville, Alabama, operating local K–12 schools and educational programs for the community.
  • B. Shelby County Schools
    Shelby County Schools is a public school district in Alabama that historically served multiple communities in Shelby County before some, such as Alabaster, formed their own separate systems.
  • C. Vestavia Hills City Schools
    Vestavia Hills City Schools is a public school district serving the suburban community of Vestavia Hills, Alabama, known for its strong academic performance and highly rated schools.
  • D. Jefferson County Public Schools
    Jefferson County Public Schools is a large public school district in Colorado that serves students in Lakewood and surrounding communities in the Denver metropolitan area.
  • E. Jefferson County School District
    Jefferson County School District is the public education system serving students in Jefferson 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: Birmingham Public Schools
Triple: [Southfield, hasSchoolDistrict, Birmingham Public Schools]
Generated description
Birmingham Public Schools is a public school district in Michigan serving students in Birmingham and parts of several neighboring communities, including Southfield.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Birmingham Public Schools
Target entity description: Birmingham Public Schools is a public school district in Michigan serving students in Birmingham and parts of several neighboring communities, including Southfield.
  • A. Trussville City Schools
    Trussville City Schools is the public school district serving the city of Trussville, Alabama, operating local K–12 schools and educational programs for the community.
  • B. Shelby County Schools
    Shelby County Schools is a public school district in Alabama that historically served multiple communities in Shelby County before some, such as Alabaster, formed their own separate systems.
  • C. Vestavia Hills City Schools
    Vestavia Hills City Schools is a public school district serving the suburban community of Vestavia Hills, Alabama, known for its strong academic performance and highly rated schools.
  • D. Jefferson County Public Schools
    Jefferson County Public Schools is a large public school district in Colorado that serves students in Lakewood and surrounding communities in the Denver metropolitan area.
  • E. Jefferson County School District
    Jefferson County School District is the public education system serving students in Jefferson 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_69ab4a48e4f081908f1218d244608659 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd257ea908190a010c0b785853546 completed March 7, 2026, 7:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2bb3b55c81909e72ed055887ecca completed March 9, 2026, 8:21 p.m.
NEDg Description generation batch_69af41aa199c8190b4478a93c41ae18a completed March 9, 2026, 9:54 p.m.
NED2 Entity disambiguation (via description) batch_69af4277601c8190b55d5c5504dcd0ab completed March 9, 2026, 9:58 p.m.
Created at: March 6, 2026, 9:46 p.m.