Triple
T10100529
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alger County, Michigan |
E216186
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Chatham, Michigan
Chatham, Michigan is a small rural village in Michigan’s Upper Peninsula known for its proximity to Pictured Rocks National Lakeshore and its surrounding forests and outdoor recreation opportunities.
|
E910915
|
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: Chatham, Michigan | Statement: [Alger County, Michigan, containsSettlement, Chatham, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chatham, Michigan Context triple: [Alger County, Michigan, containsSettlement, Chatham, Michigan]
-
A.
Champion, Michigan
Champion, Michigan is a small unincorporated community and census-designated place in Michigan’s Upper Peninsula known for its rural setting and proximity to forests and lakes.
-
B.
Charlevoix, Michigan
Charlevoix, Michigan is a small resort city on Lake Michigan’s shore in northern Michigan, known for its scenic waterfront, tourism, and abundance of Petoskey stones along its beaches.
-
C.
Utica, Michigan
Utica, Michigan is a small suburban city in Macomb County known for its historic downtown and location along the Clinton River within the Metro Detroit area.
-
D.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
E.
St. Johns, Michigan
St. Johns, Michigan is a small Midwestern city in central Michigan known for its agricultural roots and role as the governmental and commercial hub of the surrounding rural area.
- 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: Chatham, Michigan Triple: [Alger County, Michigan, containsSettlement, Chatham, Michigan]
Generated description
Chatham, Michigan is a small rural village in Michigan’s Upper Peninsula known for its proximity to Pictured Rocks National Lakeshore and its surrounding forests and outdoor recreation opportunities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chatham, Michigan Target entity description: Chatham, Michigan is a small rural village in Michigan’s Upper Peninsula known for its proximity to Pictured Rocks National Lakeshore and its surrounding forests and outdoor recreation opportunities.
-
A.
Champion, Michigan
Champion, Michigan is a small unincorporated community and census-designated place in Michigan’s Upper Peninsula known for its rural setting and proximity to forests and lakes.
-
B.
Charlevoix, Michigan
Charlevoix, Michigan is a small resort city on Lake Michigan’s shore in northern Michigan, known for its scenic waterfront, tourism, and abundance of Petoskey stones along its beaches.
-
C.
Utica, Michigan
Utica, Michigan is a small suburban city in Macomb County known for its historic downtown and location along the Clinton River within the Metro Detroit area.
-
D.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
E.
St. Johns, Michigan
St. Johns, Michigan is a small Midwestern city in central Michigan known for its agricultural roots and role as the governmental and commercial hub of the surrounding rural area.
- 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_69ca83d039f08190b9d10363221c69fb |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cdd09878f88190bcfa2c81fb10e821 |
completed | April 2, 2026, 2:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4963545f481909ecc360480b1fc37 |
completed | April 19, 2026, 8:45 a.m. |
| NEDg | Description generation | batch_69e49a97db808190aa22d6a103a13e58 |
completed | April 19, 2026, 9:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e49d71e81c8190af73931ed30e04be |
completed | April 19, 2026, 9:16 a.m. |
Created at: March 30, 2026, 9:02 p.m.