Triple

T9544598
Position Surface form Disambiguated ID Type / Status
Subject Laguna Niguel, California E230248 entity
Predicate borderedBy P224 FINISHED
Object Laguna Hills, California E235569 NE FINISHED

How this triple was built (2 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: Laguna Hills, California | Statement: [Laguna Niguel, California, borderedBy, Laguna Hills, California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Laguna Hills, California
Context triple: [Laguna Niguel, California, borderedBy, Laguna Hills, California]
  • A. Laguna Hills, California chosen
    Laguna Hills, California is a suburban city in southern Orange County known for its residential communities, shopping centers, and proximity to coastal and inland attractions.
  • B. 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.
  • C. Laguna Woods, California
    Laguna Woods, California is a small, primarily residential city in southern Orange County best known for its large retirement community and suburban character.
  • D. Portola Hills, California
    Portola Hills, California is a residential community in the foothills of the Santa Ana Mountains within the city of Lake Forest in Orange County.
  • E. Ladera Ranch, California
    Ladera Ranch, California is a master-planned suburban community known for its family-oriented neighborhoods, parks, and trails in southern Orange County.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca847c70b8819088a0a0bad64a50d6 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd98ebd4148190b71b134d7545fe35 completed April 1, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69d2cb2aaef481908a7be61bbfc3b008 completed April 5, 2026, 8:50 p.m.
Created at: March 30, 2026, 8:01 p.m.