Triple
T22468213
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iron County, Michigan |
E555415
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Stambaugh Township, Michigan
Stambaugh Township, Michigan is a rural civil township located in Iron County in Michigan’s Upper Peninsula.
|
E1539252
|
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: Stambaugh Township, Michigan | Statement: [Iron County, Michigan, contains, Stambaugh Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stambaugh Township, Michigan Context triple: [Iron County, Michigan, contains, Stambaugh Township, Michigan]
-
A.
Stanton Township, Michigan
Stanton Township, Michigan is a small rural township located in Houghton County on Michigan’s Keweenaw Peninsula in the Upper Peninsula region.
-
B.
Williamstown Township, Michigan
Williamstown Township, Michigan is a civil township in Ingham County known for its mix of rural landscapes, residential communities, and proximity to the Lansing–East Lansing metropolitan area.
-
C.
Williamston Township, Michigan
Williamston Township, Michigan is a civil township in Ingham County that serves as the rural governmental unit surrounding and associated with the city of Williamston.
-
D.
Watertown Township, Michigan
Watertown Township, Michigan is a civil township located in Clinton County that forms part of the Lansing–East Lansing metropolitan area.
-
E.
Macomb Township, Michigan
Macomb Township, Michigan is a rapidly growing suburban community in southeastern Michigan, located within the Detroit 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: Stambaugh Township, Michigan Triple: [Iron County, Michigan, contains, Stambaugh Township, Michigan]
Generated description
Stambaugh Township, Michigan is a rural civil township located in Iron County in Michigan’s Upper Peninsula.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stambaugh Township, Michigan Target entity description: Stambaugh Township, Michigan is a rural civil township located in Iron County in Michigan’s Upper Peninsula.
-
A.
Stanton Township, Michigan
Stanton Township, Michigan is a small rural township located in Houghton County on Michigan’s Keweenaw Peninsula in the Upper Peninsula region.
-
B.
Williamstown Township, Michigan
Williamstown Township, Michigan is a civil township in Ingham County known for its mix of rural landscapes, residential communities, and proximity to the Lansing–East Lansing metropolitan area.
-
C.
Williamston Township, Michigan
Williamston Township, Michigan is a civil township in Ingham County that serves as the rural governmental unit surrounding and associated with the city of Williamston.
-
D.
Watertown Township, Michigan
Watertown Township, Michigan is a civil township located in Clinton County that forms part of the Lansing–East Lansing metropolitan area.
-
E.
Macomb Township, Michigan
Macomb Township, Michigan is a rapidly growing suburban community in southeastern Michigan, located within the Detroit 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_69e11e51fdec8190adfdf9f8a6362221 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15bdda62c8190937ac13a4481b4b7 |
completed | April 29, 2026, 1:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b12568a7081908ef22da422fa90ca |
completed | May 18, 2026, 1:21 p.m. |
| NEDg | Description generation | batch_6a0b14b7acac819090bfd6144df84be6 |
completed | May 18, 2026, 1:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b154f7e0c8190b0ca64d582982d62 |
completed | May 18, 2026, 1:34 p.m. |
Created at: April 16, 2026, 8:48 p.m.