Triple

T18121915
Position Surface form Disambiguated ID Type / Status
Subject San Joaquin Valley transportation corridor E433758 entity
Predicate partOf P40 FINISHED
Object California transportation network
The California transportation network is the statewide system of highways, rail lines, transit services, ports, and airports that connects cities, regions, and economic centers throughout California.
 E1307001 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 transportation network | Statement: [San Joaquin Valley transportation corridor, partOf, California transportation network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: California transportation network
Context triple: [San Joaquin Valley transportation corridor, partOf, California transportation network]
  • A. California state highway system
    The California state highway system is the extensive network of state-maintained roads and freeways that forms the backbone of ground transportation across California.
  • B. Los Angeles County transportation network
    The Los Angeles County transportation network is an extensive, multimodal system of rail lines, bus routes, and highways that connects communities across the county and supports one of the largest urban populations in the United States.
  • C. California Interstate Highways
    California Interstate Highways are the federally designated, high-capacity freeway routes in California that form part of the nationwide Interstate Highway System.
  • D. Bay Area freeway system
    The Bay Area freeway system is an extensive network of interconnected highways and bridges that facilitates regional transportation throughout the San Francisco Bay Area.
  • E. California Freeway and Expressway System
    The California Freeway and Expressway System is a state-designated network of major highways intended to provide high-capacity, high-speed road connections across California.
  • 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 transportation network
Triple: [San Joaquin Valley transportation corridor, partOf, California transportation network]
Generated description
The California transportation network is the statewide system of highways, rail lines, transit services, ports, and airports that connects cities, regions, and economic centers throughout California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: California transportation network
Target entity description: The California transportation network is the statewide system of highways, rail lines, transit services, ports, and airports that connects cities, regions, and economic centers throughout California.
  • A. California state highway system
    The California state highway system is the extensive network of state-maintained roads and freeways that forms the backbone of ground transportation across California.
  • B. Los Angeles County transportation network
    The Los Angeles County transportation network is an extensive, multimodal system of rail lines, bus routes, and highways that connects communities across the county and supports one of the largest urban populations in the United States.
  • C. California Interstate Highways
    California Interstate Highways are the federally designated, high-capacity freeway routes in California that form part of the nationwide Interstate Highway System.
  • D. Bay Area freeway system
    The Bay Area freeway system is an extensive network of interconnected highways and bridges that facilitates regional transportation throughout the San Francisco Bay Area.
  • E. California Freeway and Expressway System
    The California Freeway and Expressway System is a state-designated network of major highways intended to provide high-capacity, high-speed road connections across California.
  • 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_69d8b909e8cc81908df4cc2b8ea6d11f completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4ddea61bc8190af4b3efa2596b632 completed April 19, 2026, 1:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a037c4590108190b30a4f90aea27301 completed May 12, 2026, 7:15 p.m.
NEDg Description generation batch_6a037cfd596481909d0c361a11185194 completed May 12, 2026, 7:18 p.m.
NED2 Entity disambiguation (via description) batch_6a037e7bbd1c8190a88f57cdf5bf30f5 completed May 12, 2026, 7:24 p.m.
Created at: April 10, 2026, 10:28 a.m.