Triple
T5541913
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fond du Lac County, Wisconsin |
E145307
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Marshfield, Wisconsin
Marshfield, Wisconsin is a small city in central Wisconsin known historically as a regional agricultural and medical services hub.
|
E528178
|
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: Marshfield, Wisconsin | Statement: [Fond du Lac County, Wisconsin, hasTown, Marshfield, Wisconsin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshfield, Wisconsin Context triple: [Fond du Lac County, Wisconsin, hasTown, Marshfield, Wisconsin]
-
A.
Marshfield
Marshfield is a coastal town in Plymouth County, Massachusetts, known for its beaches along Cape Cod Bay and its New England seaside character.
-
B.
Marshfield
Marshfield is a historic rural village and civil parish in South Gloucestershire, England, known for its traditional Cotswold stone architecture and conservation area status.
-
C.
Marinette, Wisconsin
Marinette, Wisconsin is a small industrial city in northeastern Wisconsin on the shore of Green Bay, known historically for shipbuilding and its location opposite Menominee, Michigan.
-
D.
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.
-
E.
McFarland, Wisconsin
McFarland, Wisconsin is a suburban village near Madison known for its residential character and access to nearby lakes and outdoor recreation.
- 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: Marshfield, Wisconsin Triple: [Fond du Lac County, Wisconsin, hasTown, Marshfield, Wisconsin]
Generated description
Marshfield, Wisconsin is a small city in central Wisconsin known historically as a regional agricultural and medical services hub.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshfield, Wisconsin Target entity description: Marshfield, Wisconsin is a small city in central Wisconsin known historically as a regional agricultural and medical services hub.
-
A.
Marshfield
Marshfield is a coastal town in Plymouth County, Massachusetts, known for its beaches along Cape Cod Bay and its New England seaside character.
-
B.
Marshfield
Marshfield is a historic rural village and civil parish in South Gloucestershire, England, known for its traditional Cotswold stone architecture and conservation area status.
-
C.
Marinette, Wisconsin
Marinette, Wisconsin is a small industrial city in northeastern Wisconsin on the shore of Green Bay, known historically for shipbuilding and its location opposite Menominee, Michigan.
-
D.
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.
-
E.
McFarland, Wisconsin
McFarland, Wisconsin is a suburban village near Madison known for its residential character and access to nearby lakes and outdoor recreation.
- 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_69c008fa64888190adae56c8f9ea4031 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c01fc7e26481908cec8d0483170ea5 |
completed | March 22, 2026, 4:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0281fb73881909df8e4f98b27ce1e |
completed | March 22, 2026, 5:34 p.m. |
| NEDg | Description generation | batch_69c033df2c7881909660eb931908318c |
completed | March 22, 2026, 6:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c034640cd081909b44ff23e9005e57 |
completed | March 22, 2026, 6:26 p.m. |
Created at: March 22, 2026, 3:35 p.m.