Triple
T10100551
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alger County, Michigan |
E216186
|
entity |
| Predicate | containsTransportationInfrastructure |
P1298
|
FINISHED |
| Object |
M-94 (Michigan highway)
M-94 is a state trunkline highway in Michigan’s Upper Peninsula that runs through rural forests and small communities, including areas of Alger County.
|
E841199
|
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-94 (Michigan highway) | Statement: [Alger County, Michigan, containsTransportationInfrastructure, M-94 (Michigan highway)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M-94 (Michigan highway) Context triple: [Alger County, Michigan, containsTransportationInfrastructure, M-94 (Michigan highway)]
-
A.
M-96 (Michigan highway)
M-96 is a state trunkline highway in Michigan that runs through southwestern parts of the state, including Kalamazoo County, serving as a regional connector route.
-
B.
M-95 (Michigan highway)
M-95 is a north–south state trunkline highway in Michigan’s Upper Peninsula that connects the Republic area with other regional communities and major routes.
-
C.
M-44 (Michigan highway)
M-44 is a state trunkline highway in western Michigan that serves as a key commuter and commercial route connecting Grand Rapids with its northeastern suburbs and surrounding communities.
-
D.
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.
-
E.
M-89 (Michigan highway)
M-89 is an east–west state trunkline highway in southwestern Michigan that connects several small communities between the Allegan and Battle Creek areas, including a segment through Kalamazoo County.
- 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-94 (Michigan highway) Triple: [Alger County, Michigan, containsTransportationInfrastructure, M-94 (Michigan highway)]
Generated description
M-94 is a state trunkline highway in Michigan’s Upper Peninsula that runs through rural forests and small communities, including areas of Alger County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M-94 (Michigan highway) Target entity description: M-94 is a state trunkline highway in Michigan’s Upper Peninsula that runs through rural forests and small communities, including areas of Alger County.
-
A.
M-96 (Michigan highway)
M-96 is a state trunkline highway in Michigan that runs through southwestern parts of the state, including Kalamazoo County, serving as a regional connector route.
-
B.
M-95 (Michigan highway)
M-95 is a north–south state trunkline highway in Michigan’s Upper Peninsula that connects the Republic area with other regional communities and major routes.
-
C.
M-44 (Michigan highway)
M-44 is a state trunkline highway in western Michigan that serves as a key commuter and commercial route connecting Grand Rapids with its northeastern suburbs and surrounding communities.
-
D.
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.
-
E.
M-89 (Michigan highway)
M-89 is an east–west state trunkline highway in southwestern Michigan that connects several small communities between the Allegan and Battle Creek areas, including a segment through Kalamazoo County.
- 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_69ca83d039f08190b9d10363221c69fb |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cdd09878f88190bcfa2c81fb10e821 |
completed | April 2, 2026, 2:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2b6cb50b08190a0ff42c60d338c79 |
completed | April 5, 2026, 7:23 p.m. |
| NEDg | Description generation | batch_69d2b7aecdb081909f651c1bc1bcfd75 |
completed | April 5, 2026, 7:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2b86bf8948190a79046efadc4adea |
completed | April 5, 2026, 7:30 p.m. |
Created at: March 30, 2026, 9:02 p.m.