Triple

T1120805
Position Surface form Disambiguated ID Type / Status
Subject Gastonia, North Carolina E24605 entity
Predicate hasMajorHighway P385 FINISHED
Object U.S. Route 74
U.S. Route 74 is a major east–west U.S. Highway running across the southern part of North Carolina into Tennessee, connecting cities such as Charlotte, Gastonia, and Wilmington.
E663140 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 74 | Statement: [Gastonia, North Carolina, hasMajorHighway, U.S. Route 74]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 74
Context triple: [Gastonia, North Carolina, hasMajorHighway, U.S. Route 74]
  • A. U.S. Route 54
    U.S. Route 54 is a major northeast–southwest U.S. highway that runs from El Paso, Texas, to Griggsville, Illinois, passing through several states in the central United States.
  • B. U.S. Route 73
    U.S. Route 73 is a north–south United States highway running through northeastern Kansas and southeastern Nebraska, connecting communities including the Kansas City metropolitan area.
  • C. U.S. Route 167
    U.S. Route 167 is a north–south United States highway running from Louisiana through Arkansas, serving as a regional connector between several major cities and highways.
  • D. U.S. Route 14
    U.S. Route 14 is a major east–west U.S. Highway that runs from Chicago, Illinois, across the northern Midwest and Great Plains to Yellowstone National Park in Wyoming.
  • E. U.S. Route 52
    U.S. Route 52 is a major United States highway running diagonally across the Midwest and Southeast, connecting cities from North Dakota to South Carolina.
  • 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 74
Triple: [Gastonia, North Carolina, hasMajorHighway, U.S. Route 74]
Generated description
U.S. Route 74 is a major east–west U.S. Highway running across the southern part of North Carolina into Tennessee, connecting cities such as Charlotte, Gastonia, and Wilmington.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 74
Target entity description: U.S. Route 74 is a major east–west U.S. Highway running across the southern part of North Carolina into Tennessee, connecting cities such as Charlotte, Gastonia, and Wilmington.
  • A. U.S. Route 54
    U.S. Route 54 is a major northeast–southwest U.S. highway that runs from El Paso, Texas, to Griggsville, Illinois, passing through several states in the central United States.
  • B. U.S. Route 73
    U.S. Route 73 is a north–south United States highway running through northeastern Kansas and southeastern Nebraska, connecting communities including the Kansas City metropolitan area.
  • C. U.S. Route 167
    U.S. Route 167 is a north–south United States highway running from Louisiana through Arkansas, serving as a regional connector between several major cities and highways.
  • D. U.S. Route 14
    U.S. Route 14 is a major east–west U.S. Highway that runs from Chicago, Illinois, across the northern Midwest and Great Plains to Yellowstone National Park in Wyoming.
  • E. U.S. Route 52
    U.S. Route 52 is a major United States highway running diagonally across the Midwest and Southeast, connecting cities from North Dakota to South Carolina.
  • 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_69a4940712c88190aa244f3fc6070a65 completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bbbe58588190a5ef6346e269d5f3 completed March 1, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81e93671481909555acbc8a712930 completed March 28, 2026, 6:31 p.m.
NEDg Description generation batch_69c81fd379cc81908b52c45fddea9870 completed March 28, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_69c8209b7fa48190aea45a6b21ad8de1 completed March 28, 2026, 6:40 p.m.
Created at: March 1, 2026, 7:43 p.m.