Triple
T1357405
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peshtigo Fire |
E29018
|
entity |
| Predicate | townAffected |
P10973
|
FINISHED |
| Object |
Marinette, Wisconsin region
The Marinette, Wisconsin region is an area in northeastern Wisconsin along the Menominee River and Green Bay, historically known for its lumber industry and proximity to the site of the devastating 1871 Peshtigo Fire.
|
E75581
|
NE FINISHED |
How this triple was built (5 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: Marinette, Wisconsin region | Statement: [Peshtigo Fire, townAffected, Marinette, Wisconsin region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marinette, Wisconsin region Context triple: [Peshtigo Fire, townAffected, Marinette, Wisconsin region]
-
A.
Northeastern Wisconsin
Northeastern Wisconsin is a region of Wisconsin that includes the city of Green Bay and surrounding communities along the western shore of Lake Michigan and the Fox River Valley.
-
B.
Madison, Wisconsin, United States
Madison, Wisconsin, United States is the capital city of Wisconsin, known for its major research university, vibrant cultural scene, and numerous lakes.
-
C.
Fond du Lac County, Wisconsin
Fond du Lac County, Wisconsin is a county in east-central Wisconsin known for its agricultural landscape, manufacturing base, and the city of Fond du Lac on the southern shore of Lake Winnebago.
-
D.
Racine County, Wisconsin
Racine County, Wisconsin is a county in southeastern Wisconsin along Lake Michigan, known for its industrial city of Racine and its proximity to the Chicago–Milwaukee metropolitan corridor.
-
E.
Bayfield, Wisconsin
Bayfield, Wisconsin is a small lakeside city on the shores of Lake Superior known as the gateway to the Apostle Islands National Lakeshore.
- 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: Marinette, Wisconsin region Triple: [Peshtigo Fire, townAffected, Marinette, Wisconsin region]
Generated description
The Marinette, Wisconsin region is an area in northeastern Wisconsin along the Menominee River and Green Bay, historically known for its lumber industry and proximity to the site of the devastating 1871 Peshtigo Fire.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marinette, Wisconsin region Target entity description: The Marinette, Wisconsin region is an area in northeastern Wisconsin along the Menominee River and Green Bay, historically known for its lumber industry and proximity to the site of the devastating 1871 Peshtigo Fire.
-
A.
Northeastern Wisconsin
chosen
Northeastern Wisconsin is a region of Wisconsin that includes the city of Green Bay and surrounding communities along the western shore of Lake Michigan and the Fox River Valley.
-
B.
Madison, Wisconsin, United States
Madison, Wisconsin, United States is the capital city of Wisconsin, known for its major research university, vibrant cultural scene, and numerous lakes.
-
C.
Fond du Lac County, Wisconsin
Fond du Lac County, Wisconsin is a county in east-central Wisconsin known for its agricultural landscape, manufacturing base, and the city of Fond du Lac on the southern shore of Lake Winnebago.
-
D.
Racine County, Wisconsin
Racine County, Wisconsin is a county in southeastern Wisconsin along Lake Michigan, known for its industrial city of Racine and its proximity to the Chicago–Milwaukee metropolitan corridor.
-
E.
Bayfield, Wisconsin
Bayfield, Wisconsin is a small lakeside city on the shores of Lake Superior known as the gateway to the Apostle Islands National Lakeshore.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: townAffected Context triple: [Peshtigo Fire, townAffected, Marinette, Wisconsin region]
-
A.
affectedCity
chosen
Indicates that a particular city is impacted or influenced by a specified event, action, or condition.
-
B.
areaDestroyed
Indicates that a specified portion or region has been damaged or ruined to the point of destruction.
-
C.
affectedCountry
Indicates that a particular country is impacted or influenced by an event, action, or condition.
-
D.
affectedArea
Indicates the specific region or extent over which an event, condition, or influence has an impact.
-
E.
affectedU.S.State
Indicates that a particular U.S. state is impacted or influenced by a specified event, condition, or entity.
- F. None of above.
Provenance (6 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_69a498d77abc8190913bf57e5f51d2c4 |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c28db5048190a279ee9882caaeaf |
completed | March 1, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acce701a84819094815ab6e8383b76 |
completed | March 8, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69accf141c3481909ae5ea849aee7604 |
completed | March 8, 2026, 1:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69accfba7fb88190801803f2ee67afe8 |
completed | March 8, 2026, 1:24 a.m. |
| PD | Predicate disambiguation | batch_69a4bef7700c819099b294e8d9320e70 |
completed | March 1, 2026, 10:34 p.m. |
Created at: March 1, 2026, 7:56 p.m.