Triple

T8088052
Position Surface form Disambiguated ID Type / Status
Subject Stonegate (Irvine, California) E188784 entity
Predicate hasPlanningAuthority P20557 FINISHED
Object City of Irvine Community Development Department
The City of Irvine Community Development Department is the municipal agency responsible for overseeing land use planning, zoning, and development review within the City of Irvine, California.
E711300 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: City of Irvine Community Development Department | Statement: [Stonegate (Irvine, California), hasPlanningAuthority, City of Irvine Community Development Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Irvine Community Development Department
Context triple: [Stonegate (Irvine, California), hasPlanningAuthority, City of Irvine Community Development Department]
  • A. Irvine Unified School District
    Irvine Unified School District is a public school district in Irvine, California, known for its high academic performance and comprehensive K–12 educational programs.
  • B. California Department of Housing and Community Development
    The California Department of Housing and Community Development is a state agency responsible for promoting affordable housing, overseeing housing policy, and supporting community development initiatives across California.
  • C. Office of Community Planning and Development
    The Office of Community Planning and Development is a division of the U.S. Department of Housing and Urban Development that administers federal programs supporting affordable housing, community development, and services for vulnerable populations.
  • D. City of Anaheim Planning Department
    The City of Anaheim Planning Department is the municipal agency responsible for land use planning, development review, and long-term urban growth management within Anaheim, California.
  • E. Studio City Neighborhood Council
    Studio City Neighborhood Council is a local advisory body that represents the interests of residents and businesses in the Studio City community within the Los Angeles city government’s neighborhood council system.
  • 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: City of Irvine Community Development Department
Triple: [Stonegate (Irvine, California), hasPlanningAuthority, City of Irvine Community Development Department]
Generated description
The City of Irvine Community Development Department is the municipal agency responsible for overseeing land use planning, zoning, and development review within the City of Irvine, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Irvine Community Development Department
Target entity description: The City of Irvine Community Development Department is the municipal agency responsible for overseeing land use planning, zoning, and development review within the City of Irvine, California.
  • A. Irvine Unified School District
    Irvine Unified School District is a public school district in Irvine, California, known for its high academic performance and comprehensive K–12 educational programs.
  • B. California Department of Housing and Community Development
    The California Department of Housing and Community Development is a state agency responsible for promoting affordable housing, overseeing housing policy, and supporting community development initiatives across California.
  • C. Office of Community Planning and Development
    The Office of Community Planning and Development is a division of the U.S. Department of Housing and Urban Development that administers federal programs supporting affordable housing, community development, and services for vulnerable populations.
  • D. City of Anaheim Planning Department
    The City of Anaheim Planning Department is the municipal agency responsible for land use planning, development review, and long-term urban growth management within Anaheim, California.
  • E. Studio City Neighborhood Council
    Studio City Neighborhood Council is a local advisory body that represents the interests of residents and businesses in the Studio City community within the Los Angeles city government’s neighborhood council system.
  • 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_69ca82b7b3e88190b9041ab0ef28b3cb completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4162244481908ab1202a9974deaa completed March 31, 2026, 3:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc6406395c8190ad8db69c878ce9b8 completed April 1, 2026, 12:17 a.m.
NEDg Description generation batch_69cc651e3b4c81908408c9f08eca8e09 completed April 1, 2026, 12:21 a.m.
NED2 Entity disambiguation (via description) batch_69cc694d861c8190b504352c1fad2c36 completed April 1, 2026, 12:39 a.m.
Created at: March 30, 2026, 5:29 p.m.