Triple
T12780309
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berrien County, Michigan |
E305487
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Hagar Township, Michigan
Hagar Township, Michigan is a small civil township in southwestern Michigan known for its rural character and proximity to Lake Michigan within Berrien County.
|
E1003428
|
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: Hagar Township, Michigan | Statement: [Berrien County, Michigan, containsTownship, Hagar Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hagar Township, Michigan Context triple: [Berrien County, Michigan, containsTownship, Hagar Township, Michigan]
-
A.
Houghton Township, Michigan
Houghton Township, Michigan is a small, sparsely populated civil township located on the Keweenaw Peninsula in the Upper Peninsula of Michigan, known for its remote wilderness and Lake Superior shoreline.
-
B.
Hartland Township, Michigan
Hartland Township, Michigan is a charter township in southeastern Michigan known for its suburban-rural character, growing residential communities, and location along major transportation routes between Lansing and Detroit.
-
C.
Hamburg Township, Michigan
Hamburg Township, Michigan is a largely residential community in Livingston County known for its numerous lakes, parks, and recreational access to the Huron River in southeastern Michigan.
-
D.
Huron Township, Michigan
Huron Township, Michigan is a charter township in Wayne County known for its mix of rural landscapes, residential communities, and proximity to the Detroit metropolitan area.
-
E.
Hendricks Township, Michigan
Hendricks Township, Michigan is a small civil township located in Mackinac County in the Upper Peninsula of Michigan, known for its rural character and forested landscapes.
- 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: Hagar Township, Michigan Triple: [Berrien County, Michigan, containsTownship, Hagar Township, Michigan]
Generated description
Hagar Township, Michigan is a small civil township in southwestern Michigan known for its rural character and proximity to Lake Michigan within Berrien County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hagar Township, Michigan Target entity description: Hagar Township, Michigan is a small civil township in southwestern Michigan known for its rural character and proximity to Lake Michigan within Berrien County.
-
A.
Houghton Township, Michigan
Houghton Township, Michigan is a small, sparsely populated civil township located on the Keweenaw Peninsula in the Upper Peninsula of Michigan, known for its remote wilderness and Lake Superior shoreline.
-
B.
Hartland Township, Michigan
Hartland Township, Michigan is a charter township in southeastern Michigan known for its suburban-rural character, growing residential communities, and location along major transportation routes between Lansing and Detroit.
-
C.
Hamburg Township, Michigan
Hamburg Township, Michigan is a largely residential community in Livingston County known for its numerous lakes, parks, and recreational access to the Huron River in southeastern Michigan.
-
D.
Huron Township, Michigan
Huron Township, Michigan is a charter township in Wayne County known for its mix of rural landscapes, residential communities, and proximity to the Detroit metropolitan area.
-
E.
Hendricks Township, Michigan
Hendricks Township, Michigan is a small civil township located in Mackinac County in the Upper Peninsula of Michigan, known for its rural character and forested landscapes.
- 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_69d7bdf2b43c819098ae5aa68e61ea58 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e5a5680819095dcd491486d23e7 |
completed | April 10, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f685030cbc8190856bf5254e231d25 |
completed | May 2, 2026, 11:13 p.m. |
| NEDg | Description generation | batch_69f685dc63f48190bb68f9859e99e3b4 |
completed | May 2, 2026, 11:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f68a92226881909600555332c2c370 |
completed | May 2, 2026, 11:36 p.m. |
Created at: April 9, 2026, 5:29 p.m.