Triple
T10797873
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Calhoun County, Michigan |
E254757
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Marshall Township, Michigan
Marshall Township, Michigan is a civil township in Calhoun County known for its rural character and proximity to the city of Marshall in south-central Michigan.
|
E885655
|
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: Marshall Township, Michigan | Statement: [Calhoun County, Michigan, contains, Marshall Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshall Township, Michigan Context triple: [Calhoun County, Michigan, contains, Marshall Township, Michigan]
-
A.
Marquette Township, Michigan
Marquette Township, Michigan is a charter township in Michigan’s Upper Peninsula that serves as a commercial and residential hub just west of the city of Marquette.
-
B.
Marion Township, Michigan
Marion Township, Michigan is a civil township located in Livingston County that forms part of the greater Detroit metropolitan region.
-
C.
Macomb Township, Michigan
Macomb Township, Michigan is a rapidly growing suburban community in southeastern Michigan, located within the Detroit metropolitan area.
-
D.
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.
-
E.
Green Township, Michigan
Green Township, Michigan is a civil township located in Mecosta County in the U.S. state of 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: Marshall Township, Michigan Triple: [Calhoun County, Michigan, contains, Marshall Township, Michigan]
Generated description
Marshall Township, Michigan is a civil township in Calhoun County known for its rural character and proximity to the city of Marshall in south-central Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshall Township, Michigan Target entity description: Marshall Township, Michigan is a civil township in Calhoun County known for its rural character and proximity to the city of Marshall in south-central Michigan.
-
A.
Marquette Township, Michigan
Marquette Township, Michigan is a charter township in Michigan’s Upper Peninsula that serves as a commercial and residential hub just west of the city of Marquette.
-
B.
Marion Township, Michigan
Marion Township, Michigan is a civil township located in Livingston County that forms part of the greater Detroit metropolitan region.
-
C.
Macomb Township, Michigan
Macomb Township, Michigan is a rapidly growing suburban community in southeastern Michigan, located within the Detroit metropolitan area.
-
D.
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.
-
E.
Green Township, Michigan
Green Township, Michigan is a civil township located in Mecosta County in the U.S. state of 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_69d6aa61c15c8190a1839550c56e75e1 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d73333dc4081909faa40c10bce2735 |
completed | April 9, 2026, 5:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de566352608190ab15e3a4b690c9a5 |
completed | April 14, 2026, 2:59 p.m. |
| NEDg | Description generation | batch_69de5eae7ab88190a0c512cfe61e3458 |
completed | April 14, 2026, 3:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de60907e1081908405b6d71adbd388 |
completed | April 14, 2026, 3:43 p.m. |
Created at: April 8, 2026, 9:17 p.m.