Triple
T12969480
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Calumet Township, Michigan |
E321354
|
entity |
| Predicate | transportation |
P230
|
FINISHED |
| Object |
U.S. Route 41 passes nearby
U.S. Route 41 passes nearby is a major north–south United States highway that runs from Miami, Florida, to the Upper Peninsula of Michigan, serving as an important regional transportation corridor.
|
E1013227
|
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 41 passes nearby | Statement: [Calumet Township, Michigan, transportation, U.S. Route 41 passes nearby]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 41 passes nearby Context triple: [Calumet Township, Michigan, transportation, U.S. Route 41 passes nearby]
-
A.
U.S. Route 11 nearby
U.S. Route 11 is a major north–south U.S. Highway running through the eastern United States, providing regional connectivity through states such as Alabama.
-
B.
U.S. Route 31 nearby
U.S. Route 31 is a major north–south U.S. highway in the Midwest that serves as a key regional transportation corridor near Tipton, Indiana.
-
C.
U.S. Route 11W nearby
U.S. Route 11W is a major U.S. highway in the Appalachian region that connects several communities in Tennessee and Virginia, serving as an important regional transportation corridor.
-
D.
U.S. Route 412 (nearby regional corridor)
U.S. Route 412 is an east–west U.S. Highway spanning several states across the south-central United States, providing a key regional transportation corridor for communities such as Claremore, Oklahoma.
-
E.
National Route 411 (nearby access)
National Route 411 is a Japanese national highway that serves as a key regional road providing access through western Tokyo and neighboring prefectures.
- 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 41 passes nearby Triple: [Calumet Township, Michigan, transportation, U.S. Route 41 passes nearby]
Generated description
U.S. Route 41 passes nearby is a major north–south United States highway that runs from Miami, Florida, to the Upper Peninsula of Michigan, serving as an important regional transportation corridor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 41 passes nearby Target entity description: U.S. Route 41 passes nearby is a major north–south United States highway that runs from Miami, Florida, to the Upper Peninsula of Michigan, serving as an important regional transportation corridor.
-
A.
U.S. Route 11 nearby
U.S. Route 11 is a major north–south U.S. Highway running through the eastern United States, providing regional connectivity through states such as Alabama.
-
B.
U.S. Route 31 nearby
U.S. Route 31 is a major north–south U.S. highway in the Midwest that serves as a key regional transportation corridor near Tipton, Indiana.
-
C.
U.S. Route 11W nearby
U.S. Route 11W is a major U.S. highway in the Appalachian region that connects several communities in Tennessee and Virginia, serving as an important regional transportation corridor.
-
D.
U.S. Route 412 (nearby regional corridor)
U.S. Route 412 is an east–west U.S. Highway spanning several states across the south-central United States, providing a key regional transportation corridor for communities such as Claremore, Oklahoma.
-
E.
National Route 411 (nearby access)
National Route 411 is a Japanese national highway that serves as a key regional road providing access through western Tokyo and neighboring prefectures.
- 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_69d80763bd6c819094437da5b20b01d2 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97e407e5081909424fc0c22483c28 |
completed | April 10, 2026, 10:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6b8e6b31c8190b09276003f284f25 |
completed | May 3, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69f6b9db8164819086a3a27692d681d5 |
completed | May 3, 2026, 2:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6bb337b708190a874cec01d588236 |
completed | May 3, 2026, 3:04 a.m. |
Created at: April 9, 2026, 8:34 p.m.