Triple

T8295428
Position Surface form Disambiguated ID Type / Status
Subject Emeryville, California E194202 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Emery Unified School District
Emery Unified School District is the public school district serving students in the small, urban community of Emeryville in the San Francisco Bay Area of California.
E723629 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: Emery Unified School District | Statement: [Emeryville, California, hasSchoolDistrict, Emery Unified School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emery Unified School District
Context triple: [Emeryville, California, hasSchoolDistrict, Emery Unified School District]
  • A. 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.
  • 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. Hesperia Unified School District
    Hesperia Unified School District is a public school district serving students in the city of Hesperia and surrounding areas in San Bernardino County, California.
  • 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. Jurupa Unified School District
    Jurupa Unified School District is a public school district in Riverside County, California, that operates schools serving students in the Jurupa Valley area.
  • 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: Emery Unified School District
Triple: [Emeryville, California, hasSchoolDistrict, Emery Unified School District]
Generated description
Emery Unified School District is the public school district serving students in the small, urban community of Emeryville in the San Francisco Bay Area of California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emery Unified School District
Target entity description: Emery Unified School District is the public school district serving students in the small, urban community of Emeryville in the San Francisco Bay Area of California.
  • A. 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.
  • 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. Hesperia Unified School District
    Hesperia Unified School District is a public school district serving students in the city of Hesperia and surrounding areas in San Bernardino County, California.
  • 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. Jurupa Unified School District
    Jurupa Unified School District is a public school district in Riverside County, California, that operates schools serving students in the Jurupa Valley area.
  • 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_69ca82e50ebc81909aa7b260c76bd757 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7df73d4c81909ad9cf0786eb5a20 completed March 31, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd68a3258481908fe04fed1d00c9ba completed April 1, 2026, 6:49 p.m.
NEDg Description generation batch_69cd6d567c3c81908a7ec5bc13be529d completed April 1, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69cd7e3e2f848190a22ad8739bb8e298 completed April 1, 2026, 8:21 p.m.
Created at: March 30, 2026, 5:53 p.m.