Triple

T474905
Position Surface form Disambiguated ID Type / Status
Subject Yorba Linda, California E9038 entity
Predicate region P40 FINISHED
Object North Orange County
North Orange County is a suburban area in northern Orange County, California, known for its affluent communities, strong school districts, and proximity to both Los Angeles and coastal cities.
E59718 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: North Orange County | Statement: [Yorba Linda, California, region, North Orange County]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North Orange County
Context triple: [Yorba Linda, California, region, North Orange County]
  • A. Orange County, North Carolina
    Orange County, North Carolina is a historic central North Carolina county that includes the university town of Chapel Hill and parts of the Research Triangle region.
  • B. Orange County
    Orange County is a county in North Carolina that includes the university town of Chapel Hill and forms part of the state’s Research Triangle region.
  • C. Orange County
    Orange County is a county in southeastern New York State, known for its mix of suburban communities, historic sites, and rural landscapes within the Hudson Valley region.
  • D. Orange County, Florida
    Orange County, Florida is a populous central Florida county that includes much of the Orlando metropolitan area and is known for its major tourism attractions and entertainment complexes.
  • E. Cumberland County, North Carolina
    Cumberland County, North Carolina is a county in the southeastern part of the state that includes the city of Fayetteville and is home to the major U.S. Army installation Fort Liberty.
  • 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: North Orange County
Triple: [Yorba Linda, California, region, North Orange County]
Generated description
North Orange County is a suburban area in northern Orange County, California, known for its affluent communities, strong school districts, and proximity to both Los Angeles and coastal cities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North Orange County
Target entity description: North Orange County is a suburban area in northern Orange County, California, known for its affluent communities, strong school districts, and proximity to both Los Angeles and coastal cities.
  • A. Orange County, North Carolina
    Orange County, North Carolina is a historic central North Carolina county that includes the university town of Chapel Hill and parts of the Research Triangle region.
  • B. Orange County
    Orange County is a county in North Carolina that includes the university town of Chapel Hill and forms part of the state’s Research Triangle region.
  • C. Orange County
    Orange County is a county in southeastern New York State, known for its mix of suburban communities, historic sites, and rural landscapes within the Hudson Valley region.
  • D. Orange County, Florida
    Orange County, Florida is a populous central Florida county that includes much of the Orlando metropolitan area and is known for its major tourism attractions and entertainment complexes.
  • E. Cumberland County, North Carolina
    Cumberland County, North Carolina is a county in the southeastern part of the state that includes the city of Fayetteville and is home to the major U.S. Army installation Fort Liberty.
  • 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_69a2e7ff81708190b0507a24a997232c completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f039f3d88190a7c93ecbf1bf5f58 completed Feb. 28, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69a468010c10819090d325d6c3d6f50c completed March 1, 2026, 4:23 p.m.
NEDg Description generation batch_69a468b2515881908bc2beb93685f404 completed March 1, 2026, 4:26 p.m.
NED2 Entity disambiguation (via description) batch_69a46912b7f48190979fb2ebd8e027e9 completed March 1, 2026, 4:28 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.