Triple
T11842554
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berrien Springs, Michigan, United States |
E281688
|
entity |
| Predicate | nearBodyOfWater |
P1489
|
FINISHED |
| Object |
Lake Michigan region
The Lake Michigan region is a geographic area surrounding Lake Michigan, characterized by its shoreline communities, freshwater ecosystems, and economic activities tied to shipping, tourism, and recreation.
|
E949189
|
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: Lake Michigan region | Statement: [Berrien Springs, Michigan, United States, nearBodyOfWater, Lake Michigan region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lake Michigan region Context triple: [Berrien Springs, Michigan, United States, nearBodyOfWater, Lake Michigan region]
-
A.
Great Lakes Bay Region
The Great Lakes Bay Region is a mid-Michigan area centered around the Saginaw Bay that includes communities such as Saginaw, Bay City, and Midland and is known for its manufacturing, healthcare, and outdoor recreation.
-
B.
Great Lakes region
The Great Lakes region is a bi-national area surrounding North America’s five interconnected Great Lakes, known for its major freshwater resources, industrial centers, and historical role in U.S. and Canadian development.
-
C.
Great Lakes region
The Great Lakes region is a coastal area of New South Wales, Australia, known for its lakes, beaches, and popular holiday towns such as Forster-Tuncurry.
-
D.
Lake St Clair region
The Lake St Clair region is a highland area in central Tasmania known for its glacial lake, rugged wilderness, and role as a key part of the island’s national park and river systems.
-
E.
Lake Michigan Shore AVA
Lake Michigan Shore AVA is a federally recognized American Viticultural Area in southwestern Michigan known for its cool-climate wines influenced by the moderating effects of Lake 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: Lake Michigan region Triple: [Berrien Springs, Michigan, United States, nearBodyOfWater, Lake Michigan region]
Generated description
The Lake Michigan region is a geographic area surrounding Lake Michigan, characterized by its shoreline communities, freshwater ecosystems, and economic activities tied to shipping, tourism, and recreation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lake Michigan region Target entity description: The Lake Michigan region is a geographic area surrounding Lake Michigan, characterized by its shoreline communities, freshwater ecosystems, and economic activities tied to shipping, tourism, and recreation.
-
A.
Great Lakes Bay Region
The Great Lakes Bay Region is a mid-Michigan area centered around the Saginaw Bay that includes communities such as Saginaw, Bay City, and Midland and is known for its manufacturing, healthcare, and outdoor recreation.
-
B.
Great Lakes region
The Great Lakes region is a bi-national area surrounding North America’s five interconnected Great Lakes, known for its major freshwater resources, industrial centers, and historical role in U.S. and Canadian development.
-
C.
Great Lakes region
The Great Lakes region is a coastal area of New South Wales, Australia, known for its lakes, beaches, and popular holiday towns such as Forster-Tuncurry.
-
D.
Lake St Clair region
The Lake St Clair region is a highland area in central Tasmania known for its glacial lake, rugged wilderness, and role as a key part of the island’s national park and river systems.
-
E.
Lake Michigan Shore AVA
Lake Michigan Shore AVA is a federally recognized American Viticultural Area in southwestern Michigan known for its cool-climate wines influenced by the moderating effects of Lake 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_69d6ab287ba48190a5178779fd19b9b7 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a65a597c8190b09f57463b279afc |
completed | April 10, 2026, 7:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f1679729c08190a9f6750586f90d8d |
completed | April 29, 2026, 2:06 a.m. |
| NEDg | Description generation | batch_69f17005c318819090e54bc64d135477 |
completed | April 29, 2026, 2:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f17814de1881908973af026af5d1d1 |
completed | April 29, 2026, 3:16 a.m. |
Created at: April 8, 2026, 9:43 p.m.