Triple
T19112339
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tallmadge Charter Township, Michigan |
E467817
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
unincorporated community of Tallmadge, Michigan
The unincorporated community of Tallmadge, Michigan is a small, locally governed settlement within Ottawa County known for its rural residential character and proximity to the Grand River.
|
E467817
|
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: unincorporated community of Tallmadge, Michigan | Statement: [Tallmadge Charter Township, Michigan, contains, unincorporated community of Tallmadge, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: unincorporated community of Tallmadge, Michigan Context triple: [Tallmadge Charter Township, Michigan, contains, unincorporated community of Tallmadge, Michigan]
-
A.
unincorporated community of Swedetown, Michigan
The unincorporated community of Swedetown, Michigan is a small residential area in Michigan’s Upper Peninsula known for its Nordic skiing and multi-use trail system.
-
B.
Tallmadge Charter Township, Michigan
Tallmadge Charter Township, Michigan is a rural charter township in Ottawa County known for its agricultural landscape and proximity to the Grand River and the Grand Rapids metropolitan area.
-
C.
Unadilla Township, Michigan
Unadilla Township, Michigan is a rural civil township located in Livingston County known for its small communities, lakes, and agricultural landscape.
-
D.
Midland Township, Michigan
Midland Township, Michigan is a civil township in Midland County known for its mix of residential communities, agricultural land, and proximity to the city of Midland in central Michigan.
-
E.
Mayfield Township, Michigan
Mayfield Township, Michigan is a rural civil township in Lapeer County known for its small-community character and location in Michigan's Thumb 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: unincorporated community of Tallmadge, Michigan Triple: [Tallmadge Charter Township, Michigan, contains, unincorporated community of Tallmadge, Michigan]
Generated description
The unincorporated community of Tallmadge, Michigan is a small, locally governed settlement within Ottawa County known for its rural residential character and proximity to the Grand River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: unincorporated community of Tallmadge, Michigan Target entity description: The unincorporated community of Tallmadge, Michigan is a small, locally governed settlement within Ottawa County known for its rural residential character and proximity to the Grand River.
-
A.
unincorporated community of Swedetown, Michigan
The unincorporated community of Swedetown, Michigan is a small residential area in Michigan’s Upper Peninsula known for its Nordic skiing and multi-use trail system.
-
B.
Tallmadge Charter Township, Michigan
chosen
Tallmadge Charter Township, Michigan is a rural charter township in Ottawa County known for its agricultural landscape and proximity to the Grand River and the Grand Rapids metropolitan area.
-
C.
Unadilla Township, Michigan
Unadilla Township, Michigan is a rural civil township located in Livingston County known for its small communities, lakes, and agricultural landscape.
-
D.
Midland Township, Michigan
Midland Township, Michigan is a civil township in Midland County known for its mix of residential communities, agricultural land, and proximity to the city of Midland in central Michigan.
-
E.
Mayfield Township, Michigan
Mayfield Township, Michigan is a rural civil township in Lapeer County known for its small-community character and location in Michigan's Thumb region.
- F. None of above.
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_69d8dd06a26481908039e2a1bae8c597 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e39553708190b64e24e1d190833e |
completed | April 20, 2026, 8:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05dda6a4388190aaaf0240551a072b |
completed | May 14, 2026, 2:35 p.m. |
| NEDg | Description generation | batch_6a05dfd00d1081908086212708501c8f |
completed | May 14, 2026, 2:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05e0f25e2481909ddd3f2181b784ea |
completed | May 14, 2026, 2:49 p.m. |
Created at: April 10, 2026, 12:05 p.m.