Triple

T7053877
Position Surface form Disambiguated ID Type / Status
Subject California Department of Developmental Services E164035 entity
Predicate oversees P46 FINISHED
Object California regional centers
California regional centers are community-based, nonprofit agencies in California that coordinate and provide services and supports to individuals with developmental disabilities and their families.
E638160 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: California regional centers | Statement: [California Department of Developmental Services, oversees, California regional centers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: California regional centers
Context triple: [California Department of Developmental Services, oversees, California regional centers]
  • A. Central California
    Central California is a large, predominantly agricultural region in the middle of the state of California, encompassing the fertile Central Valley and parts of the coastal and inland areas between Northern and Southern California.
  • B. Inland Empire region of California
    The Inland Empire region of California is a large, inland metropolitan area east of Los Angeles known for its rapidly growing suburban communities, logistics and warehousing hubs, and diverse desert and mountain landscapes.
  • C. Mid-Cities region
    The Mid-Cities region is a suburban area in North Texas situated between Dallas and Fort Worth, encompassing several cities that serve as residential and commercial hubs for the larger metroplex.
  • D. Inland Empire of Northern California
    The Inland Empire of Northern California is a largely rural, inland region of the state known for its historic Gold Country communities, agriculture, and foothill landscapes east of the Central Valley.
  • E. Northern California
    Northern California is the northern portion of the U.S. state of California, known for its diverse landscapes, technology hubs like Silicon Valley, and major cities such as San Francisco and Sacramento.
  • 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: California regional centers
Triple: [California Department of Developmental Services, oversees, California regional centers]
Generated description
California regional centers are community-based, nonprofit agencies in California that coordinate and provide services and supports to individuals with developmental disabilities and their families.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: California regional centers
Target entity description: California regional centers are community-based, nonprofit agencies in California that coordinate and provide services and supports to individuals with developmental disabilities and their families.
  • A. Central California
    Central California is a large, predominantly agricultural region in the middle of the state of California, encompassing the fertile Central Valley and parts of the coastal and inland areas between Northern and Southern California.
  • B. Inland Empire region of California
    The Inland Empire region of California is a large, inland metropolitan area east of Los Angeles known for its rapidly growing suburban communities, logistics and warehousing hubs, and diverse desert and mountain landscapes.
  • C. Mid-Cities region
    The Mid-Cities region is a suburban area in North Texas situated between Dallas and Fort Worth, encompassing several cities that serve as residential and commercial hubs for the larger metroplex.
  • D. Inland Empire of Northern California
    The Inland Empire of Northern California is a largely rural, inland region of the state known for its historic Gold Country communities, agriculture, and foothill landscapes east of the Central Valley.
  • E. Northern California
    Northern California is the northern portion of the U.S. state of California, known for its diverse landscapes, technology hubs like Silicon Valley, and major cities such as San Francisco and Sacramento.
  • 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_69c68861678881909961ddf4d779f750 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e265ea348190a9bd3807c0d605d8 completed March 27, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69c788980b50819085473407a176e04b completed March 28, 2026, 7:51 a.m.
NEDg Description generation batch_69c78905c75c81908bee9a9000e05bd6 completed March 28, 2026, 7:53 a.m.
NED2 Entity disambiguation (via description) batch_69c789ecb50c8190b67bc1152b33d1eb completed March 28, 2026, 7:57 a.m.
Created at: March 27, 2026, 2:37 p.m.