Triple
T12780297
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berrien County, Michigan |
E305487
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Niles Charter Township, Michigan
Niles Charter Township, Michigan is a charter township in southwestern Michigan known for its proximity to the city of Niles and its location along the St. Joseph River in Berrien County.
|
E1003423
|
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: Niles Charter Township, Michigan | Statement: [Berrien County, Michigan, containsTownship, Niles Charter Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Niles Charter Township, Michigan Context triple: [Berrien County, Michigan, containsTownship, Niles Charter Township, Michigan]
-
A.
Niles, Michigan
Niles, Michigan is a small city in southwestern Michigan known for its historic downtown, early settlement history, and scenic location along the St. Joseph River.
-
B.
Northville Township, Michigan
Northville Township, Michigan is a suburban charter township in southeastern Michigan known for its residential communities, parks, and proximity to the Detroit metropolitan area.
-
C.
Lansing Township, Michigan
Lansing Township, Michigan is a charter township located adjacent to the city of Lansing in central Michigan, functioning as a suburban community within the Lansing metropolitan area.
-
D.
Ypsilanti Township, Michigan
Ypsilanti Township, Michigan is a charter township in Washtenaw County that forms part of the greater Ann Arbor–Ypsilanti metropolitan area and includes a mix of residential, industrial, and transportation hubs.
-
E.
Oakland Township, Michigan
Oakland Township, Michigan is a largely residential charter township in northeastern Oakland County known for its affluent communities, rolling landscapes, and extensive parks and nature preserves.
- 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: Niles Charter Township, Michigan Triple: [Berrien County, Michigan, containsTownship, Niles Charter Township, Michigan]
Generated description
Niles Charter Township, Michigan is a charter township in southwestern Michigan known for its proximity to the city of Niles and its location along the St. Joseph River in Berrien County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Niles Charter Township, Michigan Target entity description: Niles Charter Township, Michigan is a charter township in southwestern Michigan known for its proximity to the city of Niles and its location along the St. Joseph River in Berrien County.
-
A.
Niles, Michigan
Niles, Michigan is a small city in southwestern Michigan known for its historic downtown, early settlement history, and scenic location along the St. Joseph River.
-
B.
Northville Township, Michigan
Northville Township, Michigan is a suburban charter township in southeastern Michigan known for its residential communities, parks, and proximity to the Detroit metropolitan area.
-
C.
Lansing Township, Michigan
Lansing Township, Michigan is a charter township located adjacent to the city of Lansing in central Michigan, functioning as a suburban community within the Lansing metropolitan area.
-
D.
Ypsilanti Township, Michigan
Ypsilanti Township, Michigan is a charter township in Washtenaw County that forms part of the greater Ann Arbor–Ypsilanti metropolitan area and includes a mix of residential, industrial, and transportation hubs.
-
E.
Oakland Township, Michigan
Oakland Township, Michigan is a largely residential charter township in northeastern Oakland County known for its affluent communities, rolling landscapes, and extensive parks and nature preserves.
- 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.