Triple

T345560
Position Surface form Disambiguated ID Type / Status
Subject Georgia State Route 74 E6931 entity
Predicate intersects P1018 FINISHED
Object U.S. Route 19 in Thomaston
U.S. Route 19 in Thomaston is a segment of the major north–south U.S. Highway 19 as it passes through the city of Thomaston, Georgia, serving as a primary arterial route for regional traffic.
E43573 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 in Thomaston | Statement: [Georgia State Route 74, intersects, U.S. Route 19 in Thomaston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 19 in Thomaston
Context triple: [Georgia State Route 74, intersects, U.S. Route 19 in Thomaston]
  • A. U.S. Route 201 in Skowhegan, Maine
    U.S. Route 201 in Skowhegan, Maine is a major north–south highway that serves as a key local and regional route through the town, linking it to other parts of central and northern Maine.
  • B. U.S. Route 2 in Maine
    U.S. Route 2 in Maine is a major east–west highway crossing the state’s interior, connecting rural communities and regional centers between New Hampshire and the Bangor area.
  • C. U.S. Route 319 in Tallahassee
    U.S. Route 319 in Tallahassee is a major north–south U.S. highway serving the Tallahassee area, providing regional connectivity and access to key local destinations.
  • D. U.S. Route 9
    U.S. Route 9 is a major north–south U.S. highway running along the East Coast, primarily through New York and New Jersey, connecting numerous cities and historic communities.
  • E. Massachusetts Route 110
    Massachusetts Route 110 is an east–west state highway in northeastern Massachusetts that connects several Merrimack Valley communities, including Lawrence, through a mix of urban and suburban corridors.
  • 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 in Thomaston
Triple: [Georgia State Route 74, intersects, U.S. Route 19 in Thomaston]
Generated description
U.S. Route 19 in Thomaston is a segment of the major north–south U.S. Highway 19 as it passes through the city of Thomaston, Georgia, serving as a primary arterial route for regional traffic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 19 in Thomaston
Target entity description: U.S. Route 19 in Thomaston is a segment of the major north–south U.S. Highway 19 as it passes through the city of Thomaston, Georgia, serving as a primary arterial route for regional traffic.
  • A. U.S. Route 201 in Skowhegan, Maine
    U.S. Route 201 in Skowhegan, Maine is a major north–south highway that serves as a key local and regional route through the town, linking it to other parts of central and northern Maine.
  • B. U.S. Route 2 in Maine
    U.S. Route 2 in Maine is a major east–west highway crossing the state’s interior, connecting rural communities and regional centers between New Hampshire and the Bangor area.
  • C. U.S. Route 319 in Tallahassee
    U.S. Route 319 in Tallahassee is a major north–south U.S. highway serving the Tallahassee area, providing regional connectivity and access to key local destinations.
  • D. U.S. Route 9
    U.S. Route 9 is a major north–south U.S. highway running along the East Coast, primarily through New York and New Jersey, connecting numerous cities and historic communities.
  • E. Massachusetts Route 110
    Massachusetts Route 110 is an east–west state highway in northeastern Massachusetts that connects several Merrimack Valley communities, including Lawrence, through a mix of urban and suburban corridors.
  • 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_69a2e7951ba08190960e90823b5078f3 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eb0240e88190bc70784772f5fa30 completed Feb. 28, 2026, 1:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3d4ec430c8190abde193cadf3abc3 completed March 1, 2026, 5:55 a.m.
NEDg Description generation batch_69a3d57cfadc8190a828d4687a9e1a53 completed March 1, 2026, 5:58 a.m.
NED2 Entity disambiguation (via description) batch_69a3d602aa6881908fbdb4c25e8f8cb5 completed March 1, 2026, 6 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.