Triple
T12238573
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Skandia, Michigan |
E291665
|
entity |
| Predicate | transportationCorridor |
P385
|
FINISHED |
| Object |
US 41/M-28 corridor
The US 41/M-28 corridor is a major highway route in Michigan’s Upper Peninsula that serves as a key east–west transportation and economic link for communities such as Skandia.
|
E966307
|
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: US 41/M-28 corridor | Statement: [Skandia, Michigan, transportationCorridor, US 41/M-28 corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: US 41/M-28 corridor Context triple: [Skandia, Michigan, transportationCorridor, US 41/M-28 corridor]
-
A.
I-225 Corridor
The I-225 Corridor is a major transportation and development corridor in the Denver–Aurora metropolitan area that follows Interstate 225 and hosts key transit, commercial, and residential hubs.
-
B.
I-88 Corridor
The I-88 Corridor is a major suburban business and technology hub in Illinois, home to numerous corporate headquarters, research facilities, and high-tech industries along Interstate 88 west of Chicago.
-
C.
Michigan State Highway M-28
Michigan State Highway M-28 is a major east–west state trunkline highway that spans Michigan’s Upper Peninsula, connecting numerous rural communities and serving as a key regional transportation corridor.
-
D.
M-85 corridor
The M-85 corridor is a major transportation route in the Detroit–Windsor region that integrates key crossings and roadways to facilitate cross-border traffic and regional connectivity.
-
E.
Michigan State Highway M-64
Michigan State Highway M-64 is a north–south state trunkline in Michigan’s Upper Peninsula that runs through several rural communities and scenic areas, including Bergland.
- 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: US 41/M-28 corridor Triple: [Skandia, Michigan, transportationCorridor, US 41/M-28 corridor]
Generated description
The US 41/M-28 corridor is a major highway route in Michigan’s Upper Peninsula that serves as a key east–west transportation and economic link for communities such as Skandia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: US 41/M-28 corridor Target entity description: The US 41/M-28 corridor is a major highway route in Michigan’s Upper Peninsula that serves as a key east–west transportation and economic link for communities such as Skandia.
-
A.
I-225 Corridor
The I-225 Corridor is a major transportation and development corridor in the Denver–Aurora metropolitan area that follows Interstate 225 and hosts key transit, commercial, and residential hubs.
-
B.
I-88 Corridor
The I-88 Corridor is a major suburban business and technology hub in Illinois, home to numerous corporate headquarters, research facilities, and high-tech industries along Interstate 88 west of Chicago.
-
C.
Michigan State Highway M-28
chosen
Michigan State Highway M-28 is a major east–west state trunkline highway that spans Michigan’s Upper Peninsula, connecting numerous rural communities and serving as a key regional transportation corridor.
-
D.
M-85 corridor
The M-85 corridor is a major transportation route in the Detroit–Windsor region that integrates key crossings and roadways to facilitate cross-border traffic and regional connectivity.
-
E.
Michigan State Highway M-64
Michigan State Highway M-64 is a north–south state trunkline in Michigan’s Upper Peninsula that runs through several rural communities and scenic areas, including Bergland.
- 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_69d6ab67950c8190be08450a06228c4b |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91cb45340819093365f8efdf85f75 |
completed | April 10, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62a9057408190a25f44d773b2b178 |
completed | May 2, 2026, 4:47 p.m. |
| NEDg | Description generation | batch_69f62ef1cc4481909bc9fc768a9ef1f2 |
completed | May 2, 2026, 5:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62f808b1481908f529decdbfc5be6 |
completed | May 2, 2026, 5:08 p.m. |
Created at: April 8, 2026, 9:51 p.m.