Triple

T7438814
Position Surface form Disambiguated ID Type / Status
Subject Orange, California E171690 entity
Predicate adjacentTo P224 FINISHED
Object Unincorporated Orange County, California
Unincorporated Orange County, California refers to the areas within Orange County that are governed directly by the county rather than by any incorporated city, consisting largely of suburban and semi-rural communities.
E664546 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: Unincorporated Orange County, California | Statement: [Orange, California, adjacentTo, Unincorporated Orange County, California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Unincorporated Orange County, California
Context triple: [Orange, California, adjacentTo, Unincorporated Orange County, California]
  • A. Orange County, California
    Orange County, California is a populous coastal county in Southern California known for its affluent suburbs, beaches, and attractions like Disneyland.
  • B. Mission Viejo, California
    Mission Viejo, California is a master-planned suburban city in southern Orange County known for its residential communities, lake, and family-oriented environment.
  • C. Orange, California
    Orange, California is a historic city in Orange County known for its preserved Old Towne district with many early 20th-century homes and buildings.
  • D. Aliso Viejo, California
    Aliso Viejo, California is a master-planned suburban city in southern Orange County known for its residential communities, business parks, and proximity to coastal areas.
  • E. Laguna Niguel, California
    Laguna Niguel, California is a suburban city in southern Orange County known for its master-planned communities, rolling hills, and proximity to the Pacific Coast.
  • 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: Unincorporated Orange County, California
Triple: [Orange, California, adjacentTo, Unincorporated Orange County, California]
Generated description
Unincorporated Orange County, California refers to the areas within Orange County that are governed directly by the county rather than by any incorporated city, consisting largely of suburban and semi-rural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Unincorporated Orange County, California
Target entity description: Unincorporated Orange County, California refers to the areas within Orange County that are governed directly by the county rather than by any incorporated city, consisting largely of suburban and semi-rural communities.
  • A. Orange County, California
    Orange County, California is a populous coastal county in Southern California known for its affluent suburbs, beaches, and attractions like Disneyland.
  • B. Mission Viejo, California
    Mission Viejo, California is a master-planned suburban city in southern Orange County known for its residential communities, lake, and family-oriented environment.
  • C. Orange, California
    Orange, California is a historic city in Orange County known for its preserved Old Towne district with many early 20th-century homes and buildings.
  • D. Aliso Viejo, California
    Aliso Viejo, California is a master-planned suburban city in southern Orange County known for its residential communities, business parks, and proximity to coastal areas.
  • E. Laguna Niguel, California
    Laguna Niguel, California is a suburban city in southern Orange County known for its master-planned communities, rolling hills, and proximity to the Pacific Coast.
  • 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_69c68a64228c8190affaec2a8127ce7b completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f34aa3388190ac300cf934042d78 completed March 27, 2026, 9:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8278cd9cc8190b88767c1432b3007 completed March 28, 2026, 7:10 p.m.
NEDg Description generation batch_69c828854f6c8190885afb60d789f9b9 completed March 28, 2026, 7:14 p.m.
NED2 Entity disambiguation (via description) batch_69c82926c16c8190adf364f7b9d3c149 completed March 28, 2026, 7:16 p.m.
Created at: March 27, 2026, 3:13 p.m.