Triple
T4397198
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blue Water Area |
E99519
|
entity |
| Predicate | hasCommunity |
P2605
|
FINISHED |
| Object |
Marysville, Michigan
Marysville, Michigan is a small city along the St. Clair River in Michigan’s Blue Water Area, known for its waterfront recreation and proximity to the Canadian border.
|
E509929
|
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: Marysville, Michigan | Statement: [Blue Water Area, hasCommunity, Marysville, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marysville, Michigan Context triple: [Blue Water Area, hasCommunity, Marysville, Michigan]
-
A.
Midland, Michigan
Midland, Michigan is a small city in central Michigan known as a hub for the chemical industry and the longtime headquarters of Dow Chemical Company.
-
B.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
C.
Roseville, Michigan
Roseville, Michigan is a suburban city in the Detroit metropolitan area known for its residential neighborhoods and commercial corridors.
-
D.
Marysville
Marysville is a suburban city in Snohomish County, Washington, known for its rapid growth and proximity to Seattle.
-
E.
Ypsilanti
Ypsilanti is a city in southeastern Michigan known for Eastern Michigan University and its historic downtown and automotive heritage.
- 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: Marysville, Michigan Triple: [Blue Water Area, hasCommunity, Marysville, Michigan]
Generated description
Marysville, Michigan is a small city along the St. Clair River in Michigan’s Blue Water Area, known for its waterfront recreation and proximity to the Canadian border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marysville, Michigan Target entity description: Marysville, Michigan is a small city along the St. Clair River in Michigan’s Blue Water Area, known for its waterfront recreation and proximity to the Canadian border.
-
A.
Midland, Michigan
Midland, Michigan is a small city in central Michigan known as a hub for the chemical industry and the longtime headquarters of Dow Chemical Company.
-
B.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
C.
Roseville, Michigan
Roseville, Michigan is a suburban city in the Detroit metropolitan area known for its residential neighborhoods and commercial corridors.
-
D.
Marysville
Marysville is a suburban city in Snohomish County, Washington, known for its rapid growth and proximity to Seattle.
-
E.
Ypsilanti
Ypsilanti is a city in southeastern Michigan known for Eastern Michigan University and its historic downtown and automotive heritage.
- 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_69b345506b408190b0e3dee616738a7d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352aca86c8190b5af7e6600072066 |
completed | March 12, 2026, 11:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf10a7fcc881908d46c39854d1cbdb |
completed | March 21, 2026, 9:42 p.m. |
| NEDg | Description generation | batch_69bf117894d481909817346060a28d07 |
completed | March 21, 2026, 9:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf1267a0a88190a558937fa7776ed7 |
completed | March 21, 2026, 9:49 p.m. |
Created at: March 12, 2026, 11:20 p.m.