Triple

T5949002
Position Surface form Disambiguated ID Type / Status
Subject Waterford E132349 entity
Predicate hasPublicSchoolDistrict P226 FINISHED
Object Waterford Unified School District
Waterford Unified School District is a public school district that serves students in the Waterford area, providing K–12 education through its local schools.
 E559582 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: Waterford Unified School District | Statement: [Waterford, hasPublicSchoolDistrict, Waterford Unified School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Waterford Unified School District
Context triple: [Waterford, hasPublicSchoolDistrict, Waterford Unified School District]
  • A. Dublin Unified School District
    Dublin Unified School District is a public school district serving the educational needs of students in the city of Dublin in Alameda County, California.
  • B. Fremont Union High School District
    Fremont Union High School District is a public school district in California’s Silicon Valley that oversees several high-performing high schools, including Homestead High School.
  • C. Fremont Unified School District
    Fremont Unified School District is a public school district in Fremont, California, responsible for operating the city's K–12 public schools.
  • D. Loomis Union School District
    Loomis Union School District is a public school district serving elementary and middle school students in and around the town of Loomis in Placer County, California.
  • E. Blodgett School District
    Blodgett School District is a local public school district serving the educational needs of students in the rural community of Blodgett, Oregon.
  • 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: Waterford Unified School District
Triple: [Waterford, hasPublicSchoolDistrict, Waterford Unified School District]
Generated description
Waterford Unified School District is a public school district that serves students in the Waterford area, providing K–12 education through its local schools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Waterford Unified School District
Target entity description: Waterford Unified School District is a public school district that serves students in the Waterford area, providing K–12 education through its local schools.
  • A. Dublin Unified School District
    Dublin Unified School District is a public school district serving the educational needs of students in the city of Dublin in Alameda County, California.
  • B. Fremont Union High School District
    Fremont Union High School District is a public school district in California’s Silicon Valley that oversees several high-performing high schools, including Homestead High School.
  • C. Fremont Unified School District
    Fremont Unified School District is a public school district in Fremont, California, responsible for operating the city's K–12 public schools.
  • D. Loomis Union School District
    Loomis Union School District is a public school district serving elementary and middle school students in and around the town of Loomis in Placer County, California.
  • E. Blodgett School District
    Blodgett School District is a local public school district serving the educational needs of students in the rural community of Blodgett, Oregon.
  • 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_69c00869d3308190af89b2453e0f7546 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0397deea08190b9397d0413740300 completed March 22, 2026, 6:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e3c4120c8190bab97f91a7bc7030 completed March 23, 2026, 6:55 a.m.
NEDg Description generation batch_69c0f66f787c81909f76556d8e688a9a completed March 23, 2026, 8:14 a.m.
NED2 Entity disambiguation (via description) batch_69c0f73744b08190b82c538fa723c42a completed March 23, 2026, 8:17 a.m.
Created at: March 22, 2026, 4:02 p.m.