Triple

T5851374
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 68 E130037 entity
Predicate belongsToCategory P87 FINISHED
Object U.S. Highways in Alabama
U.S. Highways in Alabama are a network of federally designated routes that provide major regional and interstate road connections across the state.
E550594 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 Alabama | Statement: [U.S. Route 68, belongsToCategory, U.S. Highways in Alabama]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Highways in Alabama
Context triple: [U.S. Route 68, belongsToCategory, U.S. Highways in Alabama]
  • A. U.S. Highways in Arkansas
    U.S. Highways in Arkansas are a network of federally designated routes that provide major regional and cross-state road connections throughout the state, linking cities, towns, and interstate highways.
  • B. 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.
  • C. U.S. Highways in Louisiana
    U.S. Highways in Louisiana are a network of federally designated routes that connect major cities, towns, and regions across the state, facilitating both intrastate and interstate travel.
  • D. 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.
  • E. 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.
  • 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 Alabama
Triple: [U.S. Route 68, belongsToCategory, U.S. Highways in Alabama]
Generated description
U.S. Highways in Alabama 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 Alabama
Target entity description: U.S. Highways in Alabama are a network of federally designated routes that provide major regional and interstate road connections across the state.
  • A. U.S. Highways in Arkansas
    U.S. Highways in Arkansas are a network of federally designated routes that provide major regional and cross-state road connections throughout the state, linking cities, towns, and interstate highways.
  • B. 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.
  • C. U.S. Highways in Louisiana
    U.S. Highways in Louisiana are a network of federally designated routes that connect major cities, towns, and regions across the state, facilitating both intrastate and interstate travel.
  • D. 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.
  • E. 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.
  • 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_69c0084de39081909eb34e6bed74215a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c035176c8c81909e24d263e4feb664 completed March 22, 2026, 6:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a1b3c7d08190bada8ae35e7fa8eb completed March 23, 2026, 2:13 a.m.
NEDg Description generation batch_69c0a234f0dc819098a889bd5ee87722 completed March 23, 2026, 2:15 a.m.
NED2 Entity disambiguation (via description) batch_69c0a2b1df0c8190b63d5ca984439b0b completed March 23, 2026, 2:17 a.m.
Created at: March 22, 2026, 3:55 p.m.