Triple
T14302417
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Banks County |
E354599
|
entity |
| Predicate | hasStateRoute |
P13417
|
FINISHED |
| Object |
Georgia State Route 323
Georgia State Route 323 is a short east–west state highway in northeastern Georgia that connects rural areas of Banks County to nearby major routes.
|
E1116615
|
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: Georgia State Route 323 | Statement: [Banks County, hasStateRoute, Georgia State Route 323]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Georgia State Route 323 Context triple: [Banks County, hasStateRoute, Georgia State Route 323]
-
A.
Georgia State Route 232
Georgia State Route 232 is a state highway in Georgia that serves as a regional connector route, linking local roads and communities to major corridors such as Interstate 520.
-
B.
Georgia State Route 32
Georgia State Route 32 is an east–west state highway in southern Georgia that connects multiple rural communities and regional centers across the state.
-
C.
Georgia State Route 230
Georgia State Route 230 is a state highway in central Georgia that serves as an east–west connector through rural communities and agricultural areas, including parts of Dooly County.
-
D.
Georgia State Route 309
Georgia State Route 309 is a state highway in Georgia that serves as a regional connector route in and around Decatur County.
-
E.
Georgia State Route 341
Georgia State Route 341 is a state highway in Georgia that serves as a regional connector route, including passage through Walker County in the northwestern part of the state.
- 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: Georgia State Route 323 Triple: [Banks County, hasStateRoute, Georgia State Route 323]
Generated description
Georgia State Route 323 is a short east–west state highway in northeastern Georgia that connects rural areas of Banks County to nearby major routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Georgia State Route 323 Target entity description: Georgia State Route 323 is a short east–west state highway in northeastern Georgia that connects rural areas of Banks County to nearby major routes.
-
A.
Georgia State Route 232
Georgia State Route 232 is a state highway in Georgia that serves as a regional connector route, linking local roads and communities to major corridors such as Interstate 520.
-
B.
Georgia State Route 32
Georgia State Route 32 is an east–west state highway in southern Georgia that connects multiple rural communities and regional centers across the state.
-
C.
Georgia State Route 230
Georgia State Route 230 is a state highway in central Georgia that serves as an east–west connector through rural communities and agricultural areas, including parts of Dooly County.
-
D.
Georgia State Route 309
Georgia State Route 309 is a state highway in Georgia that serves as a regional connector route in and around Decatur County.
-
E.
Georgia State Route 341
Georgia State Route 341 is a state highway in Georgia that serves as a regional connector route, including passage through Walker County in the northwestern part of the state.
- 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_69d8278e17088190b328c5a9d4be74ff |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de717fc2348190bb6ba3109bd2871f |
completed | April 14, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdfb73334c8190a96a92d199c3b101 |
completed | May 8, 2026, 3:04 p.m. |
| NEDg | Description generation | batch_69fdfd9389848190a9f5c29aa94f0c0e |
completed | May 8, 2026, 3:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdfe2af2248190a0d0096d8039a591 |
completed | May 8, 2026, 3:15 p.m. |
Created at: April 10, 2026, 1:12 a.m.