Triple
T1284437
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dayton–Springfield metropolitan area |
E27401
|
entity |
| Predicate | majorHighway |
P385
|
FINISHED |
| Object |
U.S. Route 35
U.S. Route 35 is a major U.S. highway running generally northwest–southeast through several Midwestern and Appalachian states, connecting communities from Indiana to West Virginia.
|
E692211
|
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 35 | Statement: [Dayton–Springfield metropolitan area, majorHighway, U.S. Route 35]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 35 Context triple: [Dayton–Springfield metropolitan area, majorHighway, U.S. Route 35]
-
A.
U.S. Route 44
U.S. Route 44 is an east–west United States highway that runs through several northeastern states, connecting rural areas, small towns, and major cities including Hartford, Connecticut.
-
B.
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.
-
C.
U.S. Route 24
U.S. Route 24 is a major east–west United States highway that stretches from Colorado through the Midwest to Michigan, connecting numerous cities and states across the central U.S.
-
D.
U.S. Route 26
U.S. Route 26 is a major east–west U.S. Highway that runs from the Oregon Coast through the Portland metropolitan area and across several western states to Nebraska.
-
E.
U.S. Route 34
U.S. Route 34 is a major east–west U.S. Highway running from Colorado through the Midwest to Illinois, serving as an important regional transportation corridor.
- 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 35 Triple: [Dayton–Springfield metropolitan area, majorHighway, U.S. Route 35]
Generated description
U.S. Route 35 is a major U.S. highway running generally northwest–southeast through several Midwestern and Appalachian states, connecting communities from Indiana to West Virginia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 35 Target entity description: U.S. Route 35 is a major U.S. highway running generally northwest–southeast through several Midwestern and Appalachian states, connecting communities from Indiana to West Virginia.
-
A.
U.S. Route 44
U.S. Route 44 is an east–west United States highway that runs through several northeastern states, connecting rural areas, small towns, and major cities including Hartford, Connecticut.
-
B.
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.
-
C.
U.S. Route 24
U.S. Route 24 is a major east–west United States highway that stretches from Colorado through the Midwest to Michigan, connecting numerous cities and states across the central U.S.
-
D.
U.S. Route 26
U.S. Route 26 is a major east–west U.S. Highway that runs from the Oregon Coast through the Portland metropolitan area and across several western states to Nebraska.
-
E.
U.S. Route 34
U.S. Route 34 is a major east–west U.S. Highway running from Colorado through the Midwest to Illinois, serving as an important regional transportation corridor.
- 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_69a496d4ec448190ad653b2590c46711 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c0b599ac819096fca9ada294d939 |
completed | March 1, 2026, 10:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c9f798cbfc8190b1106298c3f211a5 |
completed | March 30, 2026, 4:10 a.m. |
| NEDg | Description generation | batch_69c9f920f5a88190923352693f34465d |
completed | March 30, 2026, 4:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c9f9838544819085000be27342036f |
completed | March 30, 2026, 4:18 a.m. |
Created at: March 1, 2026, 7:50 p.m.