Triple

T20162832
Position Surface form Disambiguated ID Type / Status
Subject Patterson, California E491754 entity
Predicate isPartOf P10 FINISHED
Object Modesto Metropolitan Statistical Area
The Modesto Metropolitan Statistical Area is a U.S. Census-defined region in California centered on the city of Modesto, encompassing surrounding communities such as Patterson for economic and demographic analysis.
 E1415083 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: Modesto Metropolitan Statistical Area | Statement: [Patterson, California, isPartOf, Modesto Metropolitan Statistical Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Modesto Metropolitan Statistical Area
Context triple: [Patterson, California, isPartOf, Modesto Metropolitan Statistical Area]
  • A. Fresno–Clovis metropolitan area
    The Fresno–Clovis metropolitan area is a major urban region in California’s San Joaquin Valley centered on the cities of Fresno and Clovis, known for its agricultural economy and role as a regional hub for commerce, education, and transportation.
  • B. Madera metropolitan area
    The Madera metropolitan area is a U.S. Census-defined region in central California centered on the city of Madera and its surrounding communities.
  • C. San Luis Obispo–Paso Robles metropolitan area
    The San Luis Obispo–Paso Robles metropolitan area is a small coastal California metro region centered on the cities of San Luis Obispo and Paso Robles, known for its wine country, tourism, and college-town character.
  • D. Modesto
    Modesto is a mid-sized city in California’s Central Valley known for its agricultural economy, historic connection to the railroads, and as the hometown setting inspiration for George Lucas’s film "American Graffiti."
  • E. Modesto
    Modesto was a prominent Spanish Republican military commander during the Spanish Civil War.
  • 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: Modesto Metropolitan Statistical Area
Triple: [Patterson, California, isPartOf, Modesto Metropolitan Statistical Area]
Generated description
The Modesto Metropolitan Statistical Area is a U.S. Census-defined region in California centered on the city of Modesto, encompassing surrounding communities such as Patterson for economic and demographic analysis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Modesto Metropolitan Statistical Area
Target entity description: The Modesto Metropolitan Statistical Area is a U.S. Census-defined region in California centered on the city of Modesto, encompassing surrounding communities such as Patterson for economic and demographic analysis.
  • A. Fresno–Clovis metropolitan area
    The Fresno–Clovis metropolitan area is a major urban region in California’s San Joaquin Valley centered on the cities of Fresno and Clovis, known for its agricultural economy and role as a regional hub for commerce, education, and transportation.
  • B. Madera metropolitan area
    The Madera metropolitan area is a U.S. Census-defined region in central California centered on the city of Madera and its surrounding communities.
  • C. San Luis Obispo–Paso Robles metropolitan area
    The San Luis Obispo–Paso Robles metropolitan area is a small coastal California metro region centered on the cities of San Luis Obispo and Paso Robles, known for its wine country, tourism, and college-town character.
  • D. Modesto
    Modesto is a mid-sized city in California’s Central Valley known for its agricultural economy, historic connection to the railroads, and as the hometown setting inspiration for George Lucas’s film "American Graffiti."
  • E. Modesto
    Modesto was a prominent Spanish Republican military commander during the Spanish Civil War.
  • 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.