Triple
T665528
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Knoxville metropolitan area |
E12851
|
entity |
| Predicate | servedByU.S.Highway |
P385
|
FINISHED |
| Object |
U.S. Route 25W
U.S. Route 25W is a major north–south U.S. highway in the southeastern United States that runs through eastern Tennessee and southeastern Kentucky, connecting communities in and around the Knoxville metropolitan area.
|
E357774
|
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 25W | Statement: [Knoxville metropolitan area, servedByU.S.Highway, U.S. Route 25W]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 25W Context triple: [Knoxville metropolitan area, servedByU.S.Highway, U.S. Route 25W]
-
A.
U.S. Route 25
U.S. Route 25 is a major north–south United States highway that runs from Brunswick, Georgia, to the Ohio–Michigan state line, connecting numerous cities across the southeastern and midwestern U.S.
-
B.
U.S. Route 250
U.S. Route 250 is a U.S. highway running generally northeast–southwest through several states in the eastern United States, connecting rural areas, small towns, and regional cities.
-
C.
U.S. Route 23
U.S. Route 23 is a major north–south U.S. highway running from Florida to Michigan, serving as a key regional transportation artery through several eastern and midwestern states.
-
D.
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.
-
E.
U.S. Route 220
U.S. Route 220 is a major north–south U.S. Highway running from Rockingham, North Carolina, to Waverly, New York, passing through several Mid-Atlantic and Appalachian states.
- 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 25W Triple: [Knoxville metropolitan area, servedByU.S.Highway, U.S. Route 25W]
Generated description
U.S. Route 25W is a major north–south U.S. highway in the southeastern United States that runs through eastern Tennessee and southeastern Kentucky, connecting communities in and around the Knoxville metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 25W Target entity description: U.S. Route 25W is a major north–south U.S. highway in the southeastern United States that runs through eastern Tennessee and southeastern Kentucky, connecting communities in and around the Knoxville metropolitan area.
-
A.
U.S. Route 25
chosen
U.S. Route 25 is a major north–south United States highway that runs from Brunswick, Georgia, to the Ohio–Michigan state line, connecting numerous cities across the southeastern and midwestern U.S.
-
B.
U.S. Route 250
U.S. Route 250 is a U.S. highway running generally northeast–southwest through several states in the eastern United States, connecting rural areas, small towns, and regional cities.
-
C.
U.S. Route 23
U.S. Route 23 is a major north–south U.S. highway running from Florida to Michigan, serving as a key regional transportation artery through several eastern and midwestern states.
-
D.
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.
-
E.
U.S. Route 220
U.S. Route 220 is a major north–south U.S. Highway running from Rockingham, North Carolina, to Waverly, New York, passing through several Mid-Atlantic and Appalachian states.
- F. None of above.
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_69a493355dec819098d4244b2fa34885 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4a517ac148190aa032b77885bf709 |
completed | March 1, 2026, 8:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bd566575a88190a03a306fbe40f8c9 |
completed | March 20, 2026, 2:15 p.m. |
| NEDg | Description generation | batch_69bd5a5b078c81908398641bcc4e2c60 |
completed | March 20, 2026, 2:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bd5ab9d984819082dcd0c39f5bcafd |
completed | March 20, 2026, 2:33 p.m. |
Created at: March 1, 2026, 7:36 p.m.