Triple

T20162881
Position Surface form Disambiguated ID Type / Status
Subject Stanislaus Council of Governments E491755 entity
Predicate coordinatesWith P1140 FINISHED
Object San Joaquin Valley metropolitan planning organizations
San Joaquin Valley metropolitan planning organizations are regional agencies in California’s San Joaquin Valley that collaboratively plan and coordinate transportation, land use, and related infrastructure across multiple counties and cities.
E1415089 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: San Joaquin Valley metropolitan planning organizations | Statement: [Stanislaus Council of Governments, coordinatesWith, San Joaquin Valley metropolitan planning organizations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: San Joaquin Valley metropolitan planning organizations
Context triple: [Stanislaus Council of Governments, coordinatesWith, San Joaquin Valley metropolitan planning organizations]
  • A. Metropolitan Planning Organizations in Northern California
    Metropolitan Planning Organizations in Northern California are regional transportation planning agencies that coordinate long-range transit, land use, and infrastructure strategies across multiple jurisdictions in the northern part of the state.
  • B. San Joaquin Council of Governments
    San Joaquin Council of Governments is a regional planning agency that coordinates transportation, land use, and related infrastructure planning for the San Joaquin County area in Northern California.
  • C. Sacramento Valley transportation network
    The Sacramento Valley transportation network is the interconnected system of highways, county roads, rail lines, and related infrastructure that supports regional travel and commerce throughout California’s Sacramento Valley.
  • D. San Joaquin Joint Powers Authority
    The San Joaquin Joint Powers Authority is a regional governing body in California responsible for overseeing and managing the state-supported Amtrak San Joaquins passenger rail service.
  • E. San Joaquin Valley–Bay Area interface
    The San Joaquin Valley–Bay Area interface is a transitional geographic and ecological zone in California where the agricultural Central Valley meets the urbanized San Francisco Bay Area.
  • 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: San Joaquin Valley metropolitan planning organizations
Triple: [Stanislaus Council of Governments, coordinatesWith, San Joaquin Valley metropolitan planning organizations]
Generated description
San Joaquin Valley metropolitan planning organizations are regional agencies in California’s San Joaquin Valley that collaboratively plan and coordinate transportation, land use, and related infrastructure across multiple counties and cities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: San Joaquin Valley metropolitan planning organizations
Target entity description: San Joaquin Valley metropolitan planning organizations are regional agencies in California’s San Joaquin Valley that collaboratively plan and coordinate transportation, land use, and related infrastructure across multiple counties and cities.
  • A. Metropolitan Planning Organizations in Northern California
    Metropolitan Planning Organizations in Northern California are regional transportation planning agencies that coordinate long-range transit, land use, and infrastructure strategies across multiple jurisdictions in the northern part of the state.
  • B. San Joaquin Council of Governments
    San Joaquin Council of Governments is a regional planning agency that coordinates transportation, land use, and related infrastructure planning for the San Joaquin County area in Northern California.
  • C. Sacramento Valley transportation network
    The Sacramento Valley transportation network is the interconnected system of highways, county roads, rail lines, and related infrastructure that supports regional travel and commerce throughout California’s Sacramento Valley.
  • D. San Joaquin Joint Powers Authority
    The San Joaquin Joint Powers Authority is a regional governing body in California responsible for overseeing and managing the state-supported Amtrak San Joaquins passenger rail service.
  • E. San Joaquin Valley–Bay Area interface
    The San Joaquin Valley–Bay Area interface is a transitional geographic and ecological zone in California where the agricultural Central Valley meets the urbanized San Francisco Bay Area.
  • 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_69da6266c6888190bc1a3ecf24814d34 completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e66841b7d88190af3606f762d87b24 completed April 20, 2026, 5:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08347b41d8819086bd36e5e04c69ad completed May 16, 2026, 9:10 a.m.
NEDg Description generation batch_6a08359866c481908aa30ac61e18bcb0 completed May 16, 2026, 9:15 a.m.
NED2 Entity disambiguation (via description) batch_6a08361f64a08190af3305685a50f001 completed May 16, 2026, 9:17 a.m.
Created at: April 11, 2026, 11:34 p.m.