Triple

T1217317
Position Surface form Disambiguated ID Type / Status
Subject Orange County, California E26134 entity
Predicate contains P35 FINISHED
Object Lake Forest, California
Lake Forest, California is a suburban city in Southern California known for its master-planned communities, parks, and proximity to major employment centers in Orange County.
E140270 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: Lake Forest, California | Statement: [Orange County, California, contains, Lake Forest, California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lake Forest, California
Context triple: [Orange County, California, contains, Lake Forest, California]
  • A. Woodlake, California
    Woodlake, California is a small agricultural city in Tulare County near the Sierra Nevada foothills, known as a gateway to Sequoia National Park.
  • B. Brea, California
    Brea, California is a suburban city in northern Orange County known for its shopping centers, public art program, and residential communities.
  • C. Maywood, Illinois
    Maywood, Illinois is a suburban village west of Chicago known for its historic residential neighborhoods and location along the Des Plaines River.
  • D. North Shore, California
    North Shore, California is a small unincorporated community in Riverside County located along the northeastern shore of the Salton Sea in Southern California.
  • E. Woodside, California
    Woodside, California is an affluent, semi-rural town on the San Francisco Peninsula known for its large estates, equestrian culture, and proximity to Silicon Valley.
  • 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: Lake Forest, California
Triple: [Orange County, California, contains, Lake Forest, California]
Generated description
Lake Forest, California is a suburban city in Southern California known for its master-planned communities, parks, and proximity to major employment centers in Orange County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lake Forest, California
Target entity description: Lake Forest, California is a suburban city in Southern California known for its master-planned communities, parks, and proximity to major employment centers in Orange County.
  • A. Woodlake, California
    Woodlake, California is a small agricultural city in Tulare County near the Sierra Nevada foothills, known as a gateway to Sequoia National Park.
  • B. Brea, California
    Brea, California is a suburban city in northern Orange County known for its shopping centers, public art program, and residential communities.
  • C. Maywood, Illinois
    Maywood, Illinois is a suburban village west of Chicago known for its historic residential neighborhoods and location along the Des Plaines River.
  • D. North Shore, California
    North Shore, California is a small unincorporated community in Riverside County located along the northeastern shore of the Salton Sea in Southern California.
  • E. Woodside, California
    Woodside, California is an affluent, semi-rural town on the San Francisco Peninsula known for its large estates, equestrian culture, and proximity to Silicon Valley.
  • 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_69a4948331fc8190b531ac9bec71c491 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4be06d6308190a44c505e6b5e8d42 completed March 1, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac8a0d69f88190b3352016289b4a18 completed March 7, 2026, 8:26 p.m.
NEDg Description generation batch_69ac8ac4e1648190b0b5b77eb617b3df completed March 7, 2026, 8:29 p.m.
NED2 Entity disambiguation (via description) batch_69ac8b215458819080447a79e55e8ef0 completed March 7, 2026, 8:31 p.m.
Created at: March 1, 2026, 7:46 p.m.