Triple

T2960075
Position Surface form Disambiguated ID Type / Status
Subject Piedmont E80023 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Piedmont Unified School District
Piedmont Unified School District is a public school district serving the city of Piedmont, California, known for its high academic performance and strong community support.
 E313863 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: Piedmont Unified School District | Statement: [Piedmont, hasSchoolDistrict, Piedmont Unified School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Piedmont Unified School District
Context triple: [Piedmont, hasSchoolDistrict, Piedmont Unified School District]
  • A. Bow School District
    Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
  • B. Hawthorne School District
    Hawthorne School District is a public school district serving students in the city of Hawthorne in Los Angeles County, California.
  • C. 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.
  • D. 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.
  • E. Union City School District
    Union City School District is the public school system serving students in the urban community of Union City, New Jersey.
  • 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: Piedmont Unified School District
Triple: [Piedmont, hasSchoolDistrict, Piedmont Unified School District]
Generated description
Piedmont Unified School District is a public school district serving the city of Piedmont, California, known for its high academic performance and strong community support.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Piedmont Unified School District
Target entity description: Piedmont Unified School District is a public school district serving the city of Piedmont, California, known for its high academic performance and strong community support.
  • A. Bow School District
    Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
  • B. Hawthorne School District
    Hawthorne School District is a public school district serving students in the city of Hawthorne in Los Angeles County, California.
  • C. 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.
  • D. 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.
  • E. Union City School District
    Union City School District is the public school system serving students in the urban community of Union City, New Jersey.
  • 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_69ad8b1341848190bd19dbf46892887d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad992dd4248190b5f3d4f342593b8c completed March 8, 2026, 3:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc923d888190a68075dfaa9e90b2 completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b0fd7d1cc88190a4f533a92d7e6de3 completed March 11, 2026, 5:28 a.m.
NED2 Entity disambiguation (via description) batch_69b0fde74b608190b59da720c90adfeb completed March 11, 2026, 5:30 a.m.
Created at: March 8, 2026, 2:57 p.m.