Triple

T14595600
Position Surface form Disambiguated ID Type / Status
Subject Shady Spring E342553 entity
Predicate roadAccessVia P9041 FINISHED
Object U.S. Route 19 (nearby)
U.S. Route 19 is a major north–south U.S. highway running through several eastern states, providing regional connectivity and access to communities like Shady Spring.
 E1108049 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 19 (nearby) | Statement: [Shady Spring, roadAccessVia, U.S. Route 19 (nearby)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 19 (nearby)
Context triple: [Shady Spring, roadAccessVia, U.S. Route 19 (nearby)]
  • A. U.S. Route 1 (nearby)
    U.S. Route 1 is a major north–south U.S. highway running along the East Coast from Maine to Florida, serving numerous cities and suburbs along its route.
  • B. U.S. Route 9 (nearby)
    U.S. Route 9 is a major north–south U.S. highway running along the East Coast, connecting Delaware to northern New York and serving numerous communities along its route.
  • C. U.S. Route 15 (nearby)
    U.S. Route 15 is a major north–south U.S. highway running from South Carolina to New York, serving as an important regional corridor through central Pennsylvania.
  • D. U.S. Route 29 (nearby)
    U.S. Route 29 is a major north–south U.S. highway in the eastern United States that passes near Burlington, North Carolina, providing regional connectivity to cities such as Greensboro and Danville.
  • E. U.S. Route 12 (nearby)
    U.S. Route 12 is a major east–west U.S. highway running through the northern Midwest, connecting cities from the Pacific Northwest to the Great Lakes region.
  • 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 19 (nearby)
Triple: [Shady Spring, roadAccessVia, U.S. Route 19 (nearby)]
Generated description
U.S. Route 19 is a major north–south U.S. highway running through several eastern states, providing regional connectivity and access to communities like Shady Spring.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 19 (nearby)
Target entity description: U.S. Route 19 is a major north–south U.S. highway running through several eastern states, providing regional connectivity and access to communities like Shady Spring.
  • A. U.S. Route 1 (nearby)
    U.S. Route 1 is a major north–south U.S. highway running along the East Coast from Maine to Florida, serving numerous cities and suburbs along its route.
  • B. U.S. Route 9 (nearby)
    U.S. Route 9 is a major north–south U.S. highway running along the East Coast, connecting Delaware to northern New York and serving numerous communities along its route.
  • C. U.S. Route 15 (nearby)
    U.S. Route 15 is a major north–south U.S. highway running from South Carolina to New York, serving as an important regional corridor through central Pennsylvania.
  • D. U.S. Route 29 (nearby)
    U.S. Route 29 is a major north–south U.S. highway in the eastern United States that passes near Burlington, North Carolina, providing regional connectivity to cities such as Greensboro and Danville.
  • E. U.S. Route 12 (nearby)
    U.S. Route 12 is a major east–west U.S. highway running through the northern Midwest, connecting cities from the Pacific Northwest to the Great Lakes region.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb43581348190b5362251c3a89654 completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94c81e608190848c290defcd84ac completed May 8, 2026, 7:46 a.m.
NEDg Description generation batch_69fd971a0f088190bf03708dcb64fc89 completed May 8, 2026, 7:56 a.m.
NED2 Entity disambiguation (via description) batch_69fd97f447488190958e79d776e2ed47 completed May 8, 2026, 7:59 a.m.
Created at: April 10, 2026, 1:25 a.m.