Triple
T2803274
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalamazoo County, Michigan |
E53993
|
entity |
| Predicate | traversedBy |
P225
|
FINISHED |
| Object |
M-43 (Michigan highway)
M-43 is a state trunkline highway in Michigan that runs through several counties, including Kalamazoo County, connecting rural areas with key urban centers.
|
E300467
|
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: M-43 (Michigan highway) | Statement: [Kalamazoo County, Michigan, traversedBy, M-43 (Michigan highway)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M-43 (Michigan highway) Context triple: [Kalamazoo County, Michigan, traversedBy, M-43 (Michigan highway)]
-
A.
M-35 (Michigan highway)
M-35 is a state trunkline highway in Michigan’s Upper Peninsula that runs along the shore of Green Bay and Lake Michigan, connecting communities such as Menominee with other regional destinations.
-
B.
M-20 (Michigan highway)
M-20 is an east–west state trunkline highway in Michigan that runs across the central part of the Lower Peninsula, connecting communities such as Big Rapids and Mount Pleasant to US-131 and US-10.
-
C.
M-28 (Michigan highway)
M-28 is a major east–west state trunkline highway in Michigan’s Upper Peninsula that serves as a key route through communities such as Marquette.
-
D.
M-59 (Michigan highway)
M-59 is a major east–west state trunkline highway in Michigan that serves as a key transportation corridor through the northern suburbs of the Detroit metropolitan area.
-
E.
M-39 (Southfield Freeway)
M-39, known as the Southfield Freeway, is a major north–south state highway in the Detroit metropolitan area that serves as a key commuter route through communities including Southfield and Dearborn, Michigan.
- 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: M-43 (Michigan highway) Triple: [Kalamazoo County, Michigan, traversedBy, M-43 (Michigan highway)]
Generated description
M-43 is a state trunkline highway in Michigan that runs through several counties, including Kalamazoo County, connecting rural areas with key urban centers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M-43 (Michigan highway) Target entity description: M-43 is a state trunkline highway in Michigan that runs through several counties, including Kalamazoo County, connecting rural areas with key urban centers.
-
A.
M-35 (Michigan highway)
M-35 is a state trunkline highway in Michigan’s Upper Peninsula that runs along the shore of Green Bay and Lake Michigan, connecting communities such as Menominee with other regional destinations.
-
B.
M-20 (Michigan highway)
M-20 is an east–west state trunkline highway in Michigan that runs across the central part of the Lower Peninsula, connecting communities such as Big Rapids and Mount Pleasant to US-131 and US-10.
-
C.
M-28 (Michigan highway)
M-28 is a major east–west state trunkline highway in Michigan’s Upper Peninsula that serves as a key route through communities such as Marquette.
-
D.
M-59 (Michigan highway)
M-59 is a major east–west state trunkline highway in Michigan that serves as a key transportation corridor through the northern suburbs of the Detroit metropolitan area.
-
E.
M-39 (Southfield Freeway)
M-39, known as the Southfield Freeway, is a major north–south state highway in the Detroit metropolitan area that serves as a key commuter route through communities including Southfield and Dearborn, Michigan.
- 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_69ab49dcee188190b5c6eca9ae9e3469 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde12b33481908b276760a922db9c |
completed | March 7, 2026, 8:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc671964c81908cff1cfbd70c3786 |
completed | March 10, 2026, 7:21 a.m. |
| NEDg | Description generation | batch_69afcb9f73588190852ec35db9d9a7fd |
completed | March 10, 2026, 7:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afcc0ddc188190a0d79974701556dd |
completed | March 10, 2026, 7:45 a.m. |
Created at: March 6, 2026, 9:59 p.m.