Triple
T3437479
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | St. Joseph County, Indiana |
E72487
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Cass County, Michigan
Cass County, Michigan is a rural county in southwestern Michigan known for its lakes, agricultural landscape, and proximity to the Indiana state line.
|
E689131
|
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: Cass County, Michigan | Statement: [St. Joseph County, Indiana, borders, Cass County, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cass County, Michigan Context triple: [St. Joseph County, Indiana, borders, Cass County, Michigan]
-
A.
Isabella County, Michigan
Isabella County, Michigan is a county in the central part of the state whose seat and largest city is Mount Pleasant.
-
B.
Dickinson County, Michigan
Dickinson County, Michigan is a sparsely populated county in Michigan’s Upper Peninsula known for its forests, iron mining history, and location along the Menominee River on the Wisconsin border.
-
C.
Gratiot County, Michigan
Gratiot County, Michigan is a predominantly rural county in the central part of Michigan’s Lower Peninsula, known for its agricultural landscape and small communities such as its county seat, Ithaca.
-
D.
Crawford County, Michigan
Crawford County, Michigan is a sparsely populated county in the northern Lower Peninsula known for its forests, outdoor recreation, and location along the Muskegon River.
-
E.
Kalkaska County, Michigan
Kalkaska County, Michigan is a rural county in the northern Lower Peninsula known for its forests, lakes, and outdoor recreation opportunities.
- 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: Cass County, Michigan Triple: [St. Joseph County, Indiana, borders, Cass County, Michigan]
Generated description
Cass County, Michigan is a rural county in southwestern Michigan known for its lakes, agricultural landscape, and proximity to the Indiana state line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cass County, Michigan Target entity description: Cass County, Michigan is a rural county in southwestern Michigan known for its lakes, agricultural landscape, and proximity to the Indiana state line.
-
A.
Isabella County, Michigan
Isabella County, Michigan is a county in the central part of the state whose seat and largest city is Mount Pleasant.
-
B.
Dickinson County, Michigan
Dickinson County, Michigan is a sparsely populated county in Michigan’s Upper Peninsula known for its forests, iron mining history, and location along the Menominee River on the Wisconsin border.
-
C.
Gratiot County, Michigan
Gratiot County, Michigan is a predominantly rural county in the central part of Michigan’s Lower Peninsula, known for its agricultural landscape and small communities such as its county seat, Ithaca.
-
D.
Crawford County, Michigan
Crawford County, Michigan is a sparsely populated county in the northern Lower Peninsula known for its forests, outdoor recreation, and location along the Muskegon River.
-
E.
Kalkaska County, Michigan
Kalkaska County, Michigan is a rural county in the northern Lower Peninsula known for its forests, lakes, and outdoor recreation opportunities.
- 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_69ad85af50288190a854b76653deee6f |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb9f4398c8190a75822068308037b |
completed | March 8, 2026, 6:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8f2f8624c819090b3e197ec1c8891 |
completed | March 29, 2026, 9:38 a.m. |
| NEDg | Description generation | batch_69c8f3780f5c81908b9e835da47e4276 |
completed | March 29, 2026, 9:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8f3d5138c8190bf87e459648640a0 |
completed | March 29, 2026, 9:41 a.m. |
Created at: March 8, 2026, 3:16 p.m.