Triple

T3666885
Position Surface form Disambiguated ID Type / Status
Subject Maryland State Highway System E77780 entity
Predicate hasComponent P35 FINISHED
Object U.S. Highways in Maryland
U.S. Highways in Maryland are a network of federally designated routes that provide major regional and interstate road connections across the state.
 E377254 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. Highways in Maryland | Statement: [Maryland State Highway System, hasComponent, U.S. Highways in Maryland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Highways in Maryland
Context triple: [Maryland State Highway System, hasComponent, U.S. Highways in Maryland]
  • A. U.S. Highways in Virginia
    U.S. Highways in Virginia are a network of federally designated routes that provide major north–south and east–west road connections across the Commonwealth, linking cities, towns, and neighboring states.
  • B. Maryland State Highway System
    The Maryland State Highway System is the network of state-maintained roads and highways that facilitates regional and statewide transportation across Maryland.
  • C. U.S. Highways in South Carolina
    U.S. Highways in South Carolina are a network of federally designated routes that provide major regional and interstate connections across the state, linking cities, towns, and key economic and tourist areas.
  • D. U.S. Numbered Highways in Massachusetts
    U.S. Numbered Highways in Massachusetts are the federally designated routes that form a key part of the state’s road network, connecting major cities and regions within Massachusetts to the broader United States highway system.
  • E. U.S. Highways in North Carolina
    U.S. Highways in North Carolina are a network of federally designated routes that connect cities, towns, and regions across the state, linking North Carolina to the broader national highway system.
  • 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. Highways in Maryland
Triple: [Maryland State Highway System, hasComponent, U.S. Highways in Maryland]
Generated description
U.S. Highways in Maryland are a network of federally designated routes that provide major regional and interstate road connections across the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Highways in Maryland
Target entity description: U.S. Highways in Maryland are a network of federally designated routes that provide major regional and interstate road connections across the state.
  • A. U.S. Highways in Virginia
    U.S. Highways in Virginia are a network of federally designated routes that provide major north–south and east–west road connections across the Commonwealth, linking cities, towns, and neighboring states.
  • B. Maryland State Highway System
    The Maryland State Highway System is the network of state-maintained roads and highways that facilitates regional and statewide transportation across Maryland.
  • C. U.S. Highways in South Carolina
    U.S. Highways in South Carolina are a network of federally designated routes that provide major regional and interstate connections across the state, linking cities, towns, and key economic and tourist areas.
  • D. U.S. Numbered Highways in Massachusetts
    U.S. Numbered Highways in Massachusetts are the federally designated routes that form a key part of the state’s road network, connecting major cities and regions within Massachusetts to the broader United States highway system.
  • E. U.S. Highways in North Carolina
    U.S. Highways in North Carolina are a network of federally designated routes that connect cities, towns, and regions across the state, linking North Carolina to the broader national highway system.
  • 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_69ad85dfc4dc8190a441864202ab2a7a completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc402f5dc8190bd8d56a3c06e88f3 completed March 8, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4884bd50c8190a334e9aadc734364 completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b4906d6190819086bd51f96d3ffdcc completed March 13, 2026, 10:32 p.m.
NED2 Entity disambiguation (via description) batch_69b4add30904819082ed6f6ee5918e57 completed March 14, 2026, 12:37 a.m.
Created at: March 8, 2026, 3:25 p.m.