Triple
T19777284
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DLH |
E475034
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object |
Northwestern Wisconsin
Northwestern Wisconsin is a largely rural region of Wisconsin known for its forests, lakes, and small communities along the western and Lake Superior shores.
|
E546950
|
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: Northwestern Wisconsin | Statement: [DLH, regionServed, Northwestern Wisconsin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northwestern Wisconsin Context triple: [DLH, regionServed, Northwestern Wisconsin]
-
A.
North Central Wisconsin
North Central Wisconsin is a region of Wisconsin characterized by its mix of mid-sized cities, rural communities, forests, and agricultural land in the central part of the state.
-
B.
Northern Wisconsin
Northern Wisconsin is the sparsely populated, heavily forested upper portion of the state of Wisconsin, known for its lakes, outdoor recreation, and proximity to Lake Superior.
-
C.
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.
-
D.
Southwestern Wisconsin
Southwestern Wisconsin is a region of Wisconsin characterized by its Driftless Area landscapes, rolling hills, river valleys, and historic rural communities.
-
E.
Western District of Wisconsin
The Western District of Wisconsin is a federal judicial district of the United States District Court system covering the western portion of the state of Wisconsin.
- 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: Northwestern Wisconsin Triple: [DLH, regionServed, Northwestern Wisconsin]
Generated description
Northwestern Wisconsin is a largely rural region of Wisconsin known for its forests, lakes, and small communities along the western and Lake Superior shores.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northwestern Wisconsin Target entity description: Northwestern Wisconsin is a largely rural region of Wisconsin known for its forests, lakes, and small communities along the western and Lake Superior shores.
-
A.
North Central Wisconsin
North Central Wisconsin is a region of Wisconsin characterized by its mix of mid-sized cities, rural communities, forests, and agricultural land in the central part of the state.
-
B.
Northern Wisconsin
chosen
Northern Wisconsin is the sparsely populated, heavily forested upper portion of the state of Wisconsin, known for its lakes, outdoor recreation, and proximity to Lake Superior.
-
C.
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.
-
D.
Southwestern Wisconsin
Southwestern Wisconsin is a region of Wisconsin characterized by its Driftless Area landscapes, rolling hills, river valleys, and historic rural communities.
-
E.
Western District of Wisconsin
The Western District of Wisconsin is a federal judicial district of the United States District Court system covering the western portion of the state of Wisconsin.
- 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_69d8e51a43a08190956bc6df13c91a77 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65360cca08190957c36b1a440542c |
completed | April 20, 2026, 4:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07bd78ce00819097b4df2bff211b31 |
completed | May 16, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_6a07be65daf88190a0ed2b6f8075141a |
completed | May 16, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07bf1be9648190bac752e8a6ca12bc |
completed | May 16, 2026, 12:49 a.m. |
Created at: April 10, 2026, 1:48 p.m.