Triple

T13904026
Position Surface form Disambiguated ID Type / Status
Subject Miller Beach E334298 entity
Predicate transportationAccess P941 FINISHED
Object 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.
 E1067318 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 12 (nearby) | Statement: [Miller Beach, transportationAccess, U.S. Route 12 (nearby)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 12 (nearby)
Context triple: [Miller Beach, transportationAccess, U.S. Route 12 (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 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.
  • C. U.S. Route 11 nearby
    U.S. Route 11 is a major north–south U.S. Highway running through the eastern United States, providing regional connectivity through states such as Alabama.
  • D. U.S. Route 20 (nearby)
    U.S. Route 20 is a major east–west United States highway that spans the country from the Pacific Northwest to New England, passing near Dike, Iowa.
  • E. U.S. Route 101 (nearby)
    U.S. Route 101 is a major north–south U.S. highway running along much of the West Coast, serving key urban and suburban areas in California, Oregon, and Washington.
  • 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 12 (nearby)
Triple: [Miller Beach, transportationAccess, U.S. Route 12 (nearby)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 12 (nearby)
Target entity description: 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.
  • 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 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.
  • C. U.S. Route 11 nearby
    U.S. Route 11 is a major north–south U.S. Highway running through the eastern United States, providing regional connectivity through states such as Alabama.
  • D. U.S. Route 20 (nearby)
    U.S. Route 20 is a major east–west United States highway that spans the country from the Pacific Northwest to New England, passing near Dike, Iowa.
  • E. U.S. Route 101 (nearby)
    U.S. Route 101 is a major north–south U.S. highway running along much of the West Coast, serving key urban and suburban areas in California, Oregon, and Washington.
  • 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_69d81c5eaa9c819083b1ff8689179565 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de25db1e308190aaed6a21e443cc44 completed April 14, 2026, 11:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c724c6188190ae0c2784c3b48a12 completed May 3, 2026, 10:07 p.m.
NEDg Description generation batch_69f7c7e1247481908073c1e282c3619f completed May 3, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7c8f5675c8190906f37cee6d8c493 completed May 3, 2026, 10:15 p.m.
Created at: April 9, 2026, 10:16 p.m.