Triple
T10144322
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Clarksville, Virginia |
E231663
|
entity |
| Predicate | transportationAccess |
P941
|
FINISHED |
| Object |
U.S. Route 58
U.S. Route 58 is a major east–west U.S. highway running across southern Virginia, connecting numerous rural communities, towns, and cities from the Tennessee state line to the Atlantic coast.
|
E1089862
|
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 58 | Statement: [Clarksville, Virginia, transportationAccess, U.S. Route 58]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 58 Context triple: [Clarksville, Virginia, transportationAccess, U.S. Route 58]
-
A.
U.S. Route 59
U.S. Route 59 is a north–south United States highway that runs from the Mexico–U.S. border in Texas to the Canada–U.S. border in Minnesota, passing through several central states.
-
B.
U.S. Route 54
U.S. Route 54 is a major northeast–southwest U.S. highway that runs from El Paso, Texas, to Griggsville, Illinois, passing through several states in the central United States.
-
C.
U.S. Route 56
U.S. Route 56 is an east–west United States highway running from New Mexico to Kansas, connecting the Southwest to the central Great Plains.
-
D.
U.S. Route 72
U.S. Route 72 is a major east–west U.S. highway in the southeastern United States that connects cities across Tennessee, Alabama, and Mississippi.
-
E.
U.S. Route 167
U.S. Route 167 is a north–south United States highway running from Louisiana through Arkansas, serving as a regional connector between several major cities and highways.
- 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 58 Triple: [Clarksville, Virginia, transportationAccess, U.S. Route 58]
Generated description
U.S. Route 58 is a major east–west U.S. highway running across southern Virginia, connecting numerous rural communities, towns, and cities from the Tennessee state line to the Atlantic coast.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 58 Target entity description: U.S. Route 58 is a major east–west U.S. highway running across southern Virginia, connecting numerous rural communities, towns, and cities from the Tennessee state line to the Atlantic coast.
-
A.
U.S. Route 59
U.S. Route 59 is a north–south United States highway that runs from the Mexico–U.S. border in Texas to the Canada–U.S. border in Minnesota, passing through several central states.
-
B.
U.S. Route 54
U.S. Route 54 is a major northeast–southwest U.S. highway that runs from El Paso, Texas, to Griggsville, Illinois, passing through several states in the central United States.
-
C.
U.S. Route 56
U.S. Route 56 is an east–west United States highway running from New Mexico to Kansas, connecting the Southwest to the central Great Plains.
-
D.
U.S. Route 72
U.S. Route 72 is a major east–west U.S. highway in the southeastern United States that connects cities across Tennessee, Alabama, and Mississippi.
-
E.
U.S. Route 167
U.S. Route 167 is a north–south United States highway running from Louisiana through Arkansas, serving as a regional connector between several major cities and highways.
- 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_69ca848364f881908a24366a6feec1db |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cdeb28a1708190b46499dbe51a694a |
completed | April 2, 2026, 4:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd32359c54819098349d7d1c1e454f |
completed | May 8, 2026, 12:45 a.m. |
| NEDg | Description generation | batch_69fd335a496881908689b5769bb677ae |
completed | May 8, 2026, 12:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd3445422c8190a22eaa4bef5fdf76 |
completed | May 8, 2026, 12:54 a.m. |
Created at: March 30, 2026, 9:07 p.m.