Triple

T458836
Position Surface form Disambiguated ID Type / Status
Subject Caltrans E7291 entity
Predicate responsibleFor P636 FINISHED
Object 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.
E57713 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 state highway system | Statement: [Caltrans, responsibleFor, California state highway system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: California state highway system
Context triple: [Caltrans, responsibleFor, California state highway system]
  • A. Oregon state highway system
    The Oregon state highway system is the network of numbered state-maintained roads and highways that connect cities, towns, and regions throughout the state of Oregon.
  • B. United States Numbered Highway System
    The United States Numbered Highway System is a nationwide network of primary and auxiliary highways established in 1926 to standardize and organize major intercity road travel across the country.
  • C. Massachusetts state highway system
    The Massachusetts state highway system is the network of numbered state-maintained roads and highways that facilitates regional and statewide transportation across the Commonwealth of Massachusetts.
  • D. National Highway System
    The National Highway System is a network of strategically important U.S. roads, including Interstates and key state and local routes, that support the nation’s economy, defense, and mobility.
  • E. Interstate 5
    Interstate 5 is a major north–south U.S. highway running along the West Coast from the Mexican border in California through Oregon and Washington to the Canadian border.
  • 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 state highway system
Triple: [Caltrans, responsibleFor, California state highway system]
Generated description
The California state highway system is the extensive network of state-maintained roads and freeways that forms the backbone of ground transportation across California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: California state highway system
Target entity description: The California state highway system is the extensive network of state-maintained roads and freeways that forms the backbone of ground transportation across California.
  • A. Oregon state highway system
    The Oregon state highway system is the network of numbered state-maintained roads and highways that connect cities, towns, and regions throughout the state of Oregon.
  • B. United States Numbered Highway System
    The United States Numbered Highway System is a nationwide network of primary and auxiliary highways established in 1926 to standardize and organize major intercity road travel across the country.
  • C. Massachusetts state highway system
    The Massachusetts state highway system is the network of numbered state-maintained roads and highways that facilitates regional and statewide transportation across the Commonwealth of Massachusetts.
  • D. National Highway System
    The National Highway System is a network of strategically important U.S. roads, including Interstates and key state and local routes, that support the nation’s economy, defense, and mobility.
  • E. Interstate 5
    Interstate 5 is a major north–south U.S. highway running along the West Coast from the Mexican border in California through Oregon and Washington to the Canadian border.
  • 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_69a2e7e5c5bc8190a1dc8178218fba40 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2efa4a6208190a8243a0e14f84f52 completed Feb. 28, 2026, 1:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69a44f583ea081908d92fe5b5dc4d3c0 completed March 1, 2026, 2:38 p.m.
NEDg Description generation batch_69a45150b3f8819094519329a68fb1b8 completed March 1, 2026, 2:46 p.m.
NED2 Entity disambiguation (via description) batch_69a451ab785c8190b4cab0d162b4efa8 completed March 1, 2026, 2:48 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.