Triple
T12611021
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fruitport Community Schools |
E301121
|
entity |
| Predicate | servesArea |
P82
|
FINISHED |
| Object |
Fruitport, Michigan
Fruitport, Michigan is a small village in Muskegon County known for its residential community, local schools, and proximity to the eastern shore of Lake Michigan.
|
E294396
|
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: Fruitport, Michigan | Statement: [Fruitport Community Schools, servesArea, Fruitport, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fruitport, Michigan Context triple: [Fruitport Community Schools, servesArea, Fruitport, Michigan]
-
A.
Fruitport Charter Township, Michigan
Fruitport Charter Township, Michigan is a charter township in Muskegon County known as a suburban community near the Lake Michigan shoreline in western Michigan.
-
B.
Benton Harbor, Michigan
Benton Harbor, Michigan is a small industrial and lakeside city in Berrien County known for its location on Lake Michigan and its role in the broader Benton Harbor–St. Joseph metropolitan area.
-
C.
Harbor Springs
Harbor Springs is a small resort town on the shores of Lake Michigan known for its scenic harbor, historic charm, and year-round outdoor recreation.
-
D.
Ludington, Michigan
Ludington, Michigan is a small Lake Michigan port city in western Michigan known for its beaches, state park, and outdoor recreation centered around its waterfront and nearby rivers.
-
E.
Copper Harbor, Michigan
Copper Harbor, Michigan is a small, remote community at the northern tip of Michigan’s Keweenaw Peninsula, known as a gateway to outdoor recreation on Lake Superior and nearby wilderness areas.
- 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: Fruitport, Michigan Triple: [Fruitport Community Schools, servesArea, Fruitport, Michigan]
Generated description
Fruitport, Michigan is a small village in Muskegon County known for its residential community, local schools, and proximity to the eastern shore of Lake Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fruitport, Michigan Target entity description: Fruitport, Michigan is a small village in Muskegon County known for its residential community, local schools, and proximity to the eastern shore of Lake Michigan.
-
A.
Fruitport Charter Township, Michigan
chosen
Fruitport Charter Township, Michigan is a charter township in Muskegon County known as a suburban community near the Lake Michigan shoreline in western Michigan.
-
B.
Benton Harbor, Michigan
Benton Harbor, Michigan is a small industrial and lakeside city in Berrien County known for its location on Lake Michigan and its role in the broader Benton Harbor–St. Joseph metropolitan area.
-
C.
Harbor Springs
Harbor Springs is a small resort town on the shores of Lake Michigan known for its scenic harbor, historic charm, and year-round outdoor recreation.
-
D.
Ludington, Michigan
Ludington, Michigan is a small Lake Michigan port city in western Michigan known for its beaches, state park, and outdoor recreation centered around its waterfront and nearby rivers.
-
E.
Copper Harbor, Michigan
Copper Harbor, Michigan is a small, remote community at the northern tip of Michigan’s Keweenaw Peninsula, known as a gateway to outdoor recreation on Lake Superior and nearby wilderness areas.
- F. None of above.
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_69d7bdea2ca881908f379526c13b1145 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d954ea1d748190a848e8a7873e2ea5 |
completed | April 10, 2026, 7:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f65ecf3e248190868c1eb864191f8b |
completed | May 2, 2026, 8:30 p.m. |
| NEDg | Description generation | batch_69f66088890c8190b67a958d7f0822a6 |
completed | May 2, 2026, 8:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6613ce1108190851cf8491fe666c8 |
completed | May 2, 2026, 8:40 p.m. |
Created at: April 9, 2026, 5:11 p.m.