Triple
T18931753
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Isabella County, Michigan |
E463127
|
entity |
| Predicate | hasTownship |
P22464
|
FINISHED |
| Object |
Broomfield Township, Michigan
Broomfield Township, Michigan is a civil township located in Isabella County in the central part of the state, characterized by its rural landscape and small-community setting.
|
E1350263
|
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: Broomfield Township, Michigan | Statement: [Isabella County, Michigan, hasTownship, Broomfield Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Broomfield Township, Michigan Context triple: [Isabella County, Michigan, hasTownship, Broomfield Township, Michigan]
-
A.
Millbrook Township, Michigan
Millbrook Township, Michigan is a small rural civil township located within Mecosta County in the U.S. state of Michigan.
-
B.
Bloomingdale Township, Michigan
Bloomingdale Township, Michigan is a rural civil township in Van Buren County that forms part of the Kalamazoo-Portage metropolitan region in the southwestern Lower Peninsula of the state.
-
C.
Bowne Township, Michigan
Bowne Township, Michigan is a rural civil township located in southeastern Kent County in the western part of the U.S. state of Michigan.
-
D.
Fairgrove Township, Michigan
Fairgrove Township, Michigan is a small rural civil township located in Tuscola County in Michigan’s Thumb region.
-
E.
Van Buren Township, Michigan
Van Buren Township, Michigan is a charter township in Wayne County in the Detroit metropolitan area, known for encompassing parts of Belleville Lake and the Willow Run Airport region.
- 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: Broomfield Township, Michigan Triple: [Isabella County, Michigan, hasTownship, Broomfield Township, Michigan]
Generated description
Broomfield Township, Michigan is a civil township located in Isabella County in the central part of the state, characterized by its rural landscape and small-community setting.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Broomfield Township, Michigan Target entity description: Broomfield Township, Michigan is a civil township located in Isabella County in the central part of the state, characterized by its rural landscape and small-community setting.
-
A.
Millbrook Township, Michigan
Millbrook Township, Michigan is a small rural civil township located within Mecosta County in the U.S. state of Michigan.
-
B.
Bloomingdale Township, Michigan
Bloomingdale Township, Michigan is a rural civil township in Van Buren County that forms part of the Kalamazoo-Portage metropolitan region in the southwestern Lower Peninsula of the state.
-
C.
Bowne Township, Michigan
Bowne Township, Michigan is a rural civil township located in southeastern Kent County in the western part of the U.S. state of Michigan.
-
D.
Fairgrove Township, Michigan
Fairgrove Township, Michigan is a small rural civil township located in Tuscola County in Michigan’s Thumb region.
-
E.
Van Buren Township, Michigan
Van Buren Township, Michigan is a charter township in Wayne County in the Detroit metropolitan area, known for encompassing parts of Belleville Lake and the Willow Run Airport region.
- 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_69d8dcfdbbb881909964fa5a75bd0b48 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5c9c0b84881909ad6da9522203df8 |
completed | April 20, 2026, 6:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05912043c48190813e3dc5e432b68e |
completed | May 14, 2026, 9:08 a.m. |
| NEDg | Description generation | batch_6a059582457081909a7d13a5644b8b08 |
completed | May 14, 2026, 9:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05965f09108190b19d2efa6e69a688 |
completed | May 14, 2026, 9:31 a.m. |
Created at: April 10, 2026, 11:59 a.m.