Triple

T2573372
Position Surface form Disambiguated ID Type / Status
Subject California state highway system E57713 entity
Predicate connects P390 FINISHED
Object U.S. Numbered Highway System in California
The U.S. Numbered Highway System in California is the network of federally designated U.S. Routes that provide major interstate and intrastate road connections across the state.
E3535 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: U.S. Numbered Highway System in California | Statement: [California state highway system, connects, U.S. Numbered Highway System in California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Numbered Highway System in California
Context triple: [California state highway system, connects, U.S. Numbered Highway System in 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. 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. United States Numbered Highway System in Oregon
    The United States Numbered Highway System in Oregon is the network of federally designated U.S. highways that traverse the state, connecting major cities, regions, and neighboring states as part of the national road system.
  • D. California State Route 99
    California State Route 99 is a major north–south highway running through California’s Central Valley, connecting numerous agricultural and urban communities between Bakersfield and Sacramento.
  • E. California State Route 59
    California State Route 59 is a north–south state highway in California’s Central Valley that connects the city of Merced with surrounding rural communities and regional routes.
  • 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: U.S. Numbered Highway System in California
Triple: [California state highway system, connects, U.S. Numbered Highway System in California]
Generated description
The U.S. Numbered Highway System in California is the network of federally designated U.S. Routes that provide major interstate and intrastate road connections across the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Numbered Highway System in California
Target entity description: The U.S. Numbered Highway System in California is the network of federally designated U.S. Routes that provide major interstate and intrastate road connections across the state.
  • 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. United States Numbered Highway System chosen
    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. United States Numbered Highway System in Oregon
    The United States Numbered Highway System in Oregon is the network of federally designated U.S. highways that traverse the state, connecting major cities, regions, and neighboring states as part of the national road system.
  • D. California State Route 99
    California State Route 99 is a major north–south highway running through California’s Central Valley, connecting numerous agricultural and urban communities between Bakersfield and Sacramento.
  • E. California State Route 59
    California State Route 59 is a north–south state highway in California’s Central Valley that connects the city of Merced with surrounding rural communities and regional routes.
  • 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_69ab4a51410081908501dcf8bad9adc4 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd38792288190a39420cab126bf03 completed March 7, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69af657413908190a03b9dd8dc40b2e4 completed March 10, 2026, 12:27 a.m.
NEDg Description generation batch_69af67cbaf388190b5bb447af2a8e941 completed March 10, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69af682b38d08190bba53245e813f044 completed March 10, 2026, 12:39 a.m.
Created at: March 6, 2026, 9:48 p.m.