Triple

T12878404
Position Surface form Disambiguated ID Type / Status
Subject Indiana State Road 38 E308023 entity
Predicate hasJunctionWith P1018 FINISHED
Object U.S. Route 27 in Richmond, Indiana
U.S. Route 27 in Richmond, Indiana is a major north–south highway corridor that runs through the city, connecting it to other communities in Indiana and neighboring states.
 E1007783 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. Route 27 in Richmond, Indiana | Statement: [Indiana State Road 38, hasJunctionWith, U.S. Route 27 in Richmond, Indiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 27 in Richmond, Indiana
Context triple: [Indiana State Road 38, hasJunctionWith, U.S. Route 27 in Richmond, Indiana]
  • A. U.S. Route 30 in Indiana
    U.S. Route 30 in Indiana is a major east–west U.S. Highway that serves as a key transportation corridor across northern Indiana, connecting cities such as Fort Wayne and Valparaiso.
  • B. U.S. Route 41 in Indiana
    U.S. Route 41 in Indiana is a major north–south federal highway traversing the state from the Kentucky border to the Michigan line, connecting cities such as Evansville, Terre Haute, and Hammond.
  • C. U.S. Route 27 in Georgia
    U.S. Route 27 in Georgia is a major north–south U.S. highway that traverses the western part of the state, linking numerous cities and communities from the Florida state line to the Tennessee border.
  • D. U.S. Route 27 in Florida
    U.S. Route 27 in Florida is a major north–south highway that traverses the state’s interior, connecting South Florida to the Georgia state line while serving numerous inland cities and rural communities.
  • E. U.S. Route 27 in Tallahassee
    U.S. Route 27 in Tallahassee is a major north–south U.S. highway corridor that passes through Florida’s capital, connecting it with other key cities and regions in the state and beyond.
  • 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. Route 27 in Richmond, Indiana
Triple: [Indiana State Road 38, hasJunctionWith, U.S. Route 27 in Richmond, Indiana]
Generated description
U.S. Route 27 in Richmond, Indiana is a major north–south highway corridor that runs through the city, connecting it to other communities in Indiana and neighboring states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 27 in Richmond, Indiana
Target entity description: U.S. Route 27 in Richmond, Indiana is a major north–south highway corridor that runs through the city, connecting it to other communities in Indiana and neighboring states.
  • A. U.S. Route 30 in Indiana
    U.S. Route 30 in Indiana is a major east–west U.S. Highway that serves as a key transportation corridor across northern Indiana, connecting cities such as Fort Wayne and Valparaiso.
  • B. U.S. Route 41 in Indiana
    U.S. Route 41 in Indiana is a major north–south federal highway traversing the state from the Kentucky border to the Michigan line, connecting cities such as Evansville, Terre Haute, and Hammond.
  • C. U.S. Route 27 in Georgia
    U.S. Route 27 in Georgia is a major north–south U.S. highway that traverses the western part of the state, linking numerous cities and communities from the Florida state line to the Tennessee border.
  • D. U.S. Route 27 in Florida
    U.S. Route 27 in Florida is a major north–south highway that traverses the state’s interior, connecting South Florida to the Georgia state line while serving numerous inland cities and rural communities.
  • E. U.S. Route 27 in Tallahassee
    U.S. Route 27 in Tallahassee is a major north–south U.S. highway corridor that passes through Florida’s capital, connecting it with other key cities and regions in the state and beyond.
  • 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_69d7bdf69bc48190af6c2621f28ca351 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d970fa8474819086a8af3c90f3ca84 completed April 10, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69bba33c081909c0050ff7b868a8e completed May 3, 2026, 12:50 a.m.
NEDg Description generation batch_69f69df1032881909255e506ddfd9c9f completed May 3, 2026, 12:59 a.m.
NED2 Entity disambiguation (via description) batch_69f69ea645a0819095edc112b9ed9bff completed May 3, 2026, 1:02 a.m.
Created at: April 9, 2026, 5:38 p.m.