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.