Triple
T10600816
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | L’Anse, Michigan |
E275740
|
entity |
| Predicate | transportation |
P230
|
FINISHED |
| Object |
served by Michigan State Highway 38
L’Anse, Michigan is a small village on the shore of Lake Superior’s Keweenaw Bay in Michigan’s Upper Peninsula.
|
E874032
|
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: served by Michigan State Highway 38 | Statement: [L’Anse, Michigan, transportation, served by Michigan State Highway 38]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: served by Michigan State Highway 38 Context triple: [L’Anse, Michigan, transportation, served by Michigan State Highway 38]
-
A.
served by M-32 (Michigan highway)
Served by M-32 (Michigan highway) is a state trunkline route in northern Michigan that provides an important east–west connection through communities such as Gaylord.
-
B.
Michigan State Highway M-32
Michigan State Highway M-32 is an east–west state trunkline highway in northern Michigan that connects several communities across the northern Lower Peninsula.
-
C.
Michigan State Highway 35
Michigan State Highway 35 is a former state trunkline route in Michigan’s Upper Peninsula that once ran along the western shore of Green Bay, connecting communities such as Menominee and Escanaba.
-
D.
US-131 near Big Rapids, Michigan
US-131 near Big Rapids, Michigan is a major north–south freeway in western Michigan that serves as a key regional route connecting Big Rapids with other parts of the state.
-
E.
M-33 (Michigan highway)
M-33 is a north–south state trunkline highway in northern Michigan that connects several rural communities and recreational areas in the region.
- 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: served by Michigan State Highway 38 Triple: [L’Anse, Michigan, transportation, served by Michigan State Highway 38]
Generated description
L’Anse, Michigan is a small village on the shore of Lake Superior’s Keweenaw Bay in Michigan’s Upper Peninsula.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: served by Michigan State Highway 38 Target entity description: L’Anse, Michigan is a small village on the shore of Lake Superior’s Keweenaw Bay in Michigan’s Upper Peninsula.
-
A.
served by M-32 (Michigan highway)
Served by M-32 (Michigan highway) is a state trunkline route in northern Michigan that provides an important east–west connection through communities such as Gaylord.
-
B.
Michigan State Highway M-32
Michigan State Highway M-32 is an east–west state trunkline highway in northern Michigan that connects several communities across the northern Lower Peninsula.
-
C.
Michigan State Highway 35
Michigan State Highway 35 is a former state trunkline route in Michigan’s Upper Peninsula that once ran along the western shore of Green Bay, connecting communities such as Menominee and Escanaba.
-
D.
US-131 near Big Rapids, Michigan
US-131 near Big Rapids, Michigan is a major north–south freeway in western Michigan that serves as a key regional route connecting Big Rapids with other parts of the state.
-
E.
M-33 (Michigan highway)
M-33 is a north–south state trunkline highway in northern Michigan that connects several rural communities and recreational areas in the region.
- 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_69d6aaf948d88190806cc3a8c47a3fb2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d6ded52f288190b40288d0acbe009b |
completed | April 8, 2026, 11:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d95ea8f1688190aa36e29b52667d26 |
completed | April 10, 2026, 8:33 p.m. |
| NEDg | Description generation | batch_69d95f81955c8190b629d57a034a4b76 |
completed | April 10, 2026, 8:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d961047a78819088094e02c0b99f60 |
completed | April 10, 2026, 8:43 p.m. |
Created at: April 8, 2026, 7:31 p.m.