Triple
T915516
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kent County, Michigan |
E19760
|
entity |
| Predicate | hasVillage |
P4011
|
FINISHED |
| Object |
Cedar Springs, Michigan
Cedar Springs, Michigan is a small city in Kent County known historically for its natural springs and lumber industry.
|
E194271
|
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: Cedar Springs, Michigan | Statement: [Kent County, Michigan, hasVillage, Cedar Springs, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cedar Springs, Michigan Context triple: [Kent County, Michigan, hasVillage, Cedar Springs, Michigan]
-
A.
Ecorse, Michigan
Ecorse, Michigan is a small industrial city in Wayne County along the Detroit River, historically known for its steel manufacturing and role in the Downriver Detroit region.
-
B.
Rockford, Michigan
Rockford, Michigan is a small city in western Michigan known for its historic downtown, scenic Rogue River setting, and strong community atmosphere.
-
C.
Leland, Michigan
Leland, Michigan is a small historic village on the shores of Lake Michigan known for its picturesque harbor and preserved fishing district called Fishtown.
-
D.
Livonia, Michigan
Livonia, Michigan is a large suburban city in Wayne County, known for its residential communities, shopping centers, and proximity to Detroit.
-
E.
Hudsonville, Michigan
Hudsonville, Michigan is a small suburban city in western Michigan known for its family-friendly community and proximity to Grand Rapids.
- 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: Cedar Springs, Michigan Triple: [Kent County, Michigan, hasVillage, Cedar Springs, Michigan]
Generated description
Cedar Springs, Michigan is a small city in Kent County known historically for its natural springs and lumber industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cedar Springs, Michigan Target entity description: Cedar Springs, Michigan is a small city in Kent County known historically for its natural springs and lumber industry.
-
A.
Ecorse, Michigan
Ecorse, Michigan is a small industrial city in Wayne County along the Detroit River, historically known for its steel manufacturing and role in the Downriver Detroit region.
-
B.
Rockford, Michigan
Rockford, Michigan is a small city in western Michigan known for its historic downtown, scenic Rogue River setting, and strong community atmosphere.
-
C.
Leland, Michigan
Leland, Michigan is a small historic village on the shores of Lake Michigan known for its picturesque harbor and preserved fishing district called Fishtown.
-
D.
Livonia, Michigan
Livonia, Michigan is a large suburban city in Wayne County, known for its residential communities, shopping centers, and proximity to Detroit.
-
E.
Hudsonville, Michigan
Hudsonville, Michigan is a small suburban city in western Michigan known for its family-friendly community and proximity to Grand Rapids.
- 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_69a4939f91a08190ba68c2c81eab90fe |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b2f789108190815fd1efbd6cc24f |
completed | March 1, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad8a96e40081909c2d532d68b0b248 |
completed | March 8, 2026, 2:41 p.m. |
| NEDg | Description generation | batch_69ad95738df081909e56178cc1e0ab74 |
completed | March 8, 2026, 3:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad97a1a44c8190a9d8fe05837ec9ff |
completed | March 8, 2026, 3:37 p.m. |
Created at: March 1, 2026, 7:39 p.m.