Triple

T9543361
Position Surface form Disambiguated ID Type / Status
Subject 29 Business E230215 entity
Predicate category P87 FINISHED
Object Business routes of U.S. Highways
Business routes of U.S. Highways are special highway alignments that pass directly through the downtown or commercial centers of cities and towns, providing local access while the main U.S. Highway bypasses the area.
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: Business routes of U.S. Highways | Statement: [29 Business, category, Business routes of U.S. Highways]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Business routes of U.S. Highways
Context triple: [29 Business, category, Business routes of U.S. Highways]
  • A. 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.
  • B. National Highways
    National Highways is the UK government-owned company responsible for operating, maintaining, and improving England’s motorways and major A-roads.
  • C. North–south Interstate Highways
    North–south Interstate Highways are major U.S. Interstate routes that primarily run in a north–south direction, typically designated with odd route numbers and serving as key long-distance transportation corridors.
  • D. 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.
  • E. National Highway network
    The National Highway network is Australia’s principal system of major intercity and interstate roads that links the country’s capital cities and key regional centers.
  • 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: Business routes of U.S. Highways
Triple: [29 Business, category, Business routes of U.S. Highways]
Generated description
Business routes of U.S. Highways are special highway alignments that pass directly through the downtown or commercial centers of cities and towns, providing local access while the main U.S. Highway bypasses the area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Business routes of U.S. Highways
Target entity description: Business routes of U.S. Highways are special highway alignments that pass directly through the downtown or commercial centers of cities and towns, providing local access while the main U.S. Highway bypasses the area.
  • A. 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.
  • B. National Highways
    National Highways is the UK government-owned company responsible for operating, maintaining, and improving England’s motorways and major A-roads.
  • C. North–south Interstate Highways
    North–south Interstate Highways are major U.S. Interstate routes that primarily run in a north–south direction, typically designated with odd route numbers and serving as key long-distance transportation corridors.
  • D. 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.
  • E. National Highway network
    The National Highway network is Australia’s principal system of major intercity and interstate roads that links the country’s capital cities and key regional centers.
  • 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_69ca847c70b8819088a0a0bad64a50d6 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd98e9be048190bf1f01884ff7c362 completed April 1, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69d14c6cd93c8190ac197afda780ce78 completed April 4, 2026, 5:37 p.m.
NEDg Description generation batch_69d14d44b7f08190b66fecb315b37535 completed April 4, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_69d14e0823e881908ed723d20f14789b completed April 4, 2026, 5:44 p.m.
Created at: March 30, 2026, 8:01 p.m.