Triple

T5155265
Position Surface form Disambiguated ID Type / Status
Subject Tracy E116293 entity
Predicate partOfMetropolitanArea P294 FINISHED
Object Stockton–Lodi metropolitan area
The Stockton–Lodi metropolitan area is a region in California’s Central Valley centered on the cities of Stockton and Lodi, known for its agriculture, growing suburbs, and role as a commuter hub for the broader Northern California economy.
 E27002 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: Stockton–Lodi metropolitan area | Statement: [Tracy, partOfMetropolitanArea, Stockton–Lodi metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stockton–Lodi metropolitan area
Context triple: [Tracy, partOfMetropolitanArea, Stockton–Lodi metropolitan area]
  • A. Trenton metropolitan area
    The Trenton metropolitan area is an urban region centered on Trenton, New Jersey, encompassing the city and its surrounding communities as a hub of government, commerce, and residential life in central New Jersey.
  • B. Vallejo–Fairfield metropolitan area
    The Vallejo–Fairfield metropolitan area is a Northern California metro region centered on the cities of Vallejo and Fairfield in Solano County, forming part of the broader San Francisco Bay Area.
  • C. Stockton, New Jersey
    Stockton, New Jersey is a small historic borough along the Delaware River known for its quaint village character and scenic rural surroundings in Hunterdon County.
  • D. Stockton
    Stockton is a major inland port city in California’s Central Valley, known for its agricultural economy, diverse population, and role as a transportation and logistics hub.
  • E. Stockton
    Stockton is a riverside suburb of Newcastle in New South Wales, Australia, known for its long sandy beaches and coastal lifestyle.
  • 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: Stockton–Lodi metropolitan area
Triple: [Tracy, partOfMetropolitanArea, Stockton–Lodi metropolitan area]
Generated description
The Stockton–Lodi metropolitan area is a region in California’s Central Valley centered on the cities of Stockton and Lodi, known for its agriculture, growing suburbs, and role as a commuter hub for the broader Northern California economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stockton–Lodi metropolitan area
Target entity description: The Stockton–Lodi metropolitan area is a region in California’s Central Valley centered on the cities of Stockton and Lodi, known for its agriculture, growing suburbs, and role as a commuter hub for the broader Northern California economy.
  • A. Trenton metropolitan area
    The Trenton metropolitan area is an urban region centered on Trenton, New Jersey, encompassing the city and its surrounding communities as a hub of government, commerce, and residential life in central New Jersey.
  • B. Vallejo–Fairfield metropolitan area
    The Vallejo–Fairfield metropolitan area is a Northern California metro region centered on the cities of Vallejo and Fairfield in Solano County, forming part of the broader San Francisco Bay Area.
  • C. Stockton, New Jersey
    Stockton, New Jersey is a small historic borough along the Delaware River known for its quaint village character and scenic rural surroundings in Hunterdon County.
  • D. Stockton chosen
    Stockton is a major inland port city in California’s Central Valley, known for its agricultural economy, diverse population, and role as a transportation and logistics hub.
  • E. Stockton
    Stockton is a riverside suburb of Newcastle in New South Wales, Australia, known for its long sandy beaches and coastal lifestyle.
  • F. None of above.

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_69bd445d94788190b72e2cc563120995 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd78ddb01081909457ff4208eac4d7 completed March 20, 2026, 4:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed0123bc48190920f60fc29f64734 completed March 21, 2026, 5:06 p.m.
NEDg Description generation batch_69bed412290481908e3a63feac61c570 completed March 21, 2026, 5:23 p.m.
NED2 Entity disambiguation (via description) batch_69bed4ab86248190b5004585137db9c4 completed March 21, 2026, 5:26 p.m.
Created at: March 20, 2026, 1:44 p.m.