Triple
T7975562
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huron River |
E185437
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object |
Hamburg Township, Michigan
Hamburg Township, Michigan is a largely residential community in Livingston County known for its numerous lakes, parks, and recreational access to the Huron River in southeastern Michigan.
|
E703065
|
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: Hamburg Township, Michigan | Statement: [Huron River, flowsThrough, Hamburg Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamburg Township, Michigan Context triple: [Huron River, flowsThrough, Hamburg Township, Michigan]
-
A.
Humboldt Township, Michigan
Humboldt Township, Michigan is a small civil township located in Marquette County in Michigan's Upper Peninsula, known for its rural character and forested, lake-dotted landscape.
-
B.
Houghton Township, Michigan
Houghton Township, Michigan is a small, sparsely populated civil township located on the Keweenaw Peninsula in the Upper Peninsula of Michigan, known for its remote wilderness and Lake Superior shoreline.
-
C.
Huron Township, Michigan
Huron Township, Michigan is a charter township in Wayne County known for its mix of rural landscapes, residential communities, and proximity to the Detroit metropolitan area.
-
D.
Harrison Township, Michigan
Harrison Township, Michigan is a suburban community in Macomb County known for its Lake St. Clair shoreline, marinas, and access to waterfront recreation northeast of Detroit.
-
E.
Watertown Township, Michigan
Watertown Township, Michigan is a civil township located in Clinton County that forms part of the Lansing–East Lansing metropolitan area.
- 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: Hamburg Township, Michigan Triple: [Huron River, flowsThrough, Hamburg Township, Michigan]
Generated description
Hamburg Township, Michigan is a largely residential community in Livingston County known for its numerous lakes, parks, and recreational access to the Huron River in southeastern Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamburg Township, Michigan Target entity description: Hamburg Township, Michigan is a largely residential community in Livingston County known for its numerous lakes, parks, and recreational access to the Huron River in southeastern Michigan.
-
A.
Humboldt Township, Michigan
Humboldt Township, Michigan is a small civil township located in Marquette County in Michigan's Upper Peninsula, known for its rural character and forested, lake-dotted landscape.
-
B.
Houghton Township, Michigan
Houghton Township, Michigan is a small, sparsely populated civil township located on the Keweenaw Peninsula in the Upper Peninsula of Michigan, known for its remote wilderness and Lake Superior shoreline.
-
C.
Huron Township, Michigan
Huron Township, Michigan is a charter township in Wayne County known for its mix of rural landscapes, residential communities, and proximity to the Detroit metropolitan area.
-
D.
Harrison Township, Michigan
Harrison Township, Michigan is a suburban community in Macomb County known for its Lake St. Clair shoreline, marinas, and access to waterfront recreation northeast of Detroit.
-
E.
Watertown Township, Michigan
Watertown Township, Michigan is a civil township located in Clinton County that forms part of the Lansing–East Lansing metropolitan area.
- 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_69ca829851908190b4e03829353ee7c3 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3bf56f688190902b95afe42635ec |
completed | March 31, 2026, 3:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbe0c39e248190a146c1f2fd815f26 |
completed | March 31, 2026, 2:57 p.m. |
| NEDg | Description generation | batch_69cbe43d29f8819080f7d729c4f28c75 |
completed | March 31, 2026, 3:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc32e2e1c48190b86218bff9af99f5 |
completed | March 31, 2026, 8:47 p.m. |
Created at: March 30, 2026, 5:14 p.m.