Triple

T4858904
Position Surface form Disambiguated ID Type / Status
Subject Discovery Bay, California E108605 entity
Predicate localGovernance P57402 FINISHED
Object Discovery Bay Community Services District
Discovery Bay Community Services District is the local government agency that provides municipal services such as water, wastewater, parks, and recreation to the unincorporated community of Discovery Bay in Contra Costa County, California.
E474764 NE FINISHED

How this triple was built (5 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: Discovery Bay Community Services District | Statement: [Discovery Bay, California, localGovernance, Discovery Bay Community Services District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Discovery Bay Community Services District
Context triple: [Discovery Bay, California, localGovernance, Discovery Bay Community Services District]
  • A. Discovery Bay
    Discovery Bay is a sheltered natural harbor on Greenwich Island in the South Shetland Islands of Antarctica, known for its scientific research stations and historical whaling activity.
  • B. Brentwood Bay
    Brentwood Bay is a coastal community on Vancouver Island in British Columbia, Canada, known as a scenic gateway to popular attractions and marine activities.
  • C. Breezy Point Cooperative
    Breezy Point Cooperative is a private, gated residential community located at the western tip of the Rockaway Peninsula in Queens, New York City.
  • D. South Bay Shores
    South Bay Shores is a themed outdoor water park featuring slides, pools, and family attractions located within California’s Great America amusement park in Santa Clara, California.
  • E. Woodside Bay
    Woodside Bay is a coastal area on the Isle of Wight in England that historically served as an early site for the Isle of Wight Festival.
  • 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: Discovery Bay Community Services District
Triple: [Discovery Bay, California, localGovernance, Discovery Bay Community Services District]
Generated description
Discovery Bay Community Services District is the local government agency that provides municipal services such as water, wastewater, parks, and recreation to the unincorporated community of Discovery Bay in Contra Costa County, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Discovery Bay Community Services District
Target entity description: Discovery Bay Community Services District is the local government agency that provides municipal services such as water, wastewater, parks, and recreation to the unincorporated community of Discovery Bay in Contra Costa County, California.
  • A. Discovery Bay
    Discovery Bay is a sheltered natural harbor on Greenwich Island in the South Shetland Islands of Antarctica, known for its scientific research stations and historical whaling activity.
  • B. Brentwood Bay
    Brentwood Bay is a coastal community on Vancouver Island in British Columbia, Canada, known as a scenic gateway to popular attractions and marine activities.
  • C. Breezy Point Cooperative
    Breezy Point Cooperative is a private, gated residential community located at the western tip of the Rockaway Peninsula in Queens, New York City.
  • D. South Bay Shores
    South Bay Shores is a themed outdoor water park featuring slides, pools, and family attractions located within California’s Great America amusement park in Santa Clara, California.
  • E. Woodside Bay
    Woodside Bay is a coastal area on the Isle of Wight in England that historically served as an early site for the Isle of Wight Festival.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: localGovernance
Context triple: [Discovery Bay, California, localGovernance, Discovery Bay Community Services District]
  • A. hasLocalGovernanceType chosen
    Indicates the specific form or system of local governance that applies to an entity.
  • B. governanceArea
    Indicates the geographic or jurisdictional area over which an entity has governing authority or responsibility.
  • C. governanceLocation
    Indicates the place or jurisdiction where an entity exercises authority, control, or governance over something.
  • D. governance
    Indicates the relationship in which one entity exercises authority, control, or decision-making power over the policies, actions, or direction of another entity or system.
  • E. countyGovernment
    Indicates that a county-level governmental authority has jurisdiction over, administers, or is responsible for the referenced entity.
  • F. None of above.

Provenance (6 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_69bd440b965081908b0557721cae6338 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d5b2f008190a5fd11d3aec165fb completed March 20, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5cf05d7c8190ac6e1b9e93b5256f completed March 21, 2026, 8:55 a.m.
NEDg Description generation batch_69be5f98d4d481908eedf03569d38642 completed March 21, 2026, 9:06 a.m.
NED2 Entity disambiguation (via description) batch_69be6044d31081908384ed9da8c6b707 completed March 21, 2026, 9:09 a.m.
PD Predicate disambiguation batch_69bd6c27334481909ba8ac80854f7d8e completed March 20, 2026, 3:47 p.m.
Created at: March 20, 2026, 1:26 p.m.