Triple

T7545523
Position Surface form Disambiguated ID Type / Status
Subject Garden Grove E178390 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Garden Grove Unified School District
Garden Grove Unified School District is a large public school district in Orange County, California, serving students in Garden Grove and several surrounding communities.
 E672295 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: Garden Grove Unified School District | Statement: [Garden Grove, hasSchoolDistrict, Garden Grove Unified School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Garden Grove Unified School District
Context triple: [Garden Grove, hasSchoolDistrict, Garden Grove Unified School District]
  • A. Placentia-Yorba Linda Unified School District
    Placentia-Yorba Linda Unified School District is a public school district in northern Orange County, California, serving the communities of Placentia, Yorba Linda, and surrounding areas with K–12 education.
  • B. San Gabriel Unified School District
    San Gabriel Unified School District is a public school district in Los Angeles County that operates the K–12 schools serving the city of San Gabriel, California.
  • C. Tustin Unified School District
    Tustin Unified School District is a public school district in Orange County, California, serving students in Tustin and parts of surrounding communities including portions of Irvine.
  • D. San Ramon Valley Unified School District
    San Ramon Valley Unified School District is a public school district in California’s San Ramon Valley region, overseeing K–12 education in communities such as Danville, San Ramon, and surrounding areas.
  • E. Palos Verdes Peninsula Unified School District
    Palos Verdes Peninsula Unified School District is a public school district in Southern California known for serving the Palos Verdes Peninsula community with high-performing K–12 schools.
  • 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: Garden Grove Unified School District
Triple: [Garden Grove, hasSchoolDistrict, Garden Grove Unified School District]
Generated description
Garden Grove Unified School District is a large public school district in Orange County, California, serving students in Garden Grove and several surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Garden Grove Unified School District
Target entity description: Garden Grove Unified School District is a large public school district in Orange County, California, serving students in Garden Grove and several surrounding communities.
  • A. Placentia-Yorba Linda Unified School District
    Placentia-Yorba Linda Unified School District is a public school district in northern Orange County, California, serving the communities of Placentia, Yorba Linda, and surrounding areas with K–12 education.
  • B. San Gabriel Unified School District
    San Gabriel Unified School District is a public school district in Los Angeles County that operates the K–12 schools serving the city of San Gabriel, California.
  • C. Tustin Unified School District
    Tustin Unified School District is a public school district in Orange County, California, serving students in Tustin and parts of surrounding communities including portions of Irvine.
  • D. San Ramon Valley Unified School District
    San Ramon Valley Unified School District is a public school district in California’s San Ramon Valley region, overseeing K–12 education in communities such as Danville, San Ramon, and surrounding areas.
  • E. Palos Verdes Peninsula Unified School District
    Palos Verdes Peninsula Unified School District is a public school district in Southern California known for serving the Palos Verdes Peninsula community with high-performing K–12 schools.
  • 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_69c69f2cbe08819088f9eb0c03ef529b completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f898069881909fa8f9c885c4565b completed March 27, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84f21aa5c819085e8d1ecbd9b01e3 completed March 28, 2026, 9:58 p.m.
NEDg Description generation batch_69c852da8c048190b2a0696f2e7b65c1 completed March 28, 2026, 10:14 p.m.
NED2 Entity disambiguation (via description) batch_69c853958b748190b4ecc9797389cc85 completed March 28, 2026, 10:17 p.m.
Created at: March 27, 2026, 3:48 p.m.