Triple
T4840904
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saugatuck |
E108176
|
entity |
| Predicate | hasNearby |
P350
|
FINISHED |
| Object |
Douglas, Michigan
Douglas, Michigan is a small lakeside city on the shores of Lake Michigan known for its art galleries, beaches, and close connection to the neighboring resort town of Saugatuck.
|
E690542
|
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: Douglas, Michigan | Statement: [Saugatuck, hasNearby, Douglas, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Douglas, Michigan Context triple: [Saugatuck, hasNearby, Douglas, Michigan]
-
A.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
B.
Oden, Michigan
Oden, Michigan is a small unincorporated community and resort area in Emmet County known for its scenic location along the northern shore of Michigan’s Lower Peninsula.
-
C.
DeWitt, Michigan
DeWitt, Michigan is a small suburban city in the Lansing metropolitan area known for its residential character and community-oriented atmosphere.
-
D.
Gladstone, Michigan
Gladstone, Michigan is a small city in Michigan’s Upper Peninsula known for its waterfront location on Little Bay de Noc and its outdoor recreation opportunities.
-
E.
Kingsford, Michigan
Kingsford, Michigan is a small city in Michigan’s Upper Peninsula known historically for its ties to the Ford Motor Company and its proximity to Iron Mountain.
- 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: Douglas, Michigan Triple: [Saugatuck, hasNearby, Douglas, Michigan]
Generated description
Douglas, Michigan is a small lakeside city on the shores of Lake Michigan known for its art galleries, beaches, and close connection to the neighboring resort town of Saugatuck.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Douglas, Michigan Target entity description: Douglas, Michigan is a small lakeside city on the shores of Lake Michigan known for its art galleries, beaches, and close connection to the neighboring resort town of Saugatuck.
-
A.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
B.
Oden, Michigan
Oden, Michigan is a small unincorporated community and resort area in Emmet County known for its scenic location along the northern shore of Michigan’s Lower Peninsula.
-
C.
DeWitt, Michigan
DeWitt, Michigan is a small suburban city in the Lansing metropolitan area known for its residential character and community-oriented atmosphere.
-
D.
Gladstone, Michigan
Gladstone, Michigan is a small city in Michigan’s Upper Peninsula known for its waterfront location on Little Bay de Noc and its outdoor recreation opportunities.
-
E.
Kingsford, Michigan
Kingsford, Michigan is a small city in Michigan’s Upper Peninsula known historically for its ties to the Ford Motor Company and its proximity to Iron Mountain.
- 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_69bd43fbe444819085cb970706ef73f7 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6cfbfbb08190b4580ebb2eb845b2 |
completed | March 20, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c93a3a7cbc8190a7f183d8a5bb4b06 |
completed | March 29, 2026, 2:42 p.m. |
| NEDg | Description generation | batch_69c93acbe3d8819083270c55f9e0cebf |
completed | March 29, 2026, 2:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c93b2c0b188190b40b736332021b5d |
completed | March 29, 2026, 2:46 p.m. |
Created at: March 20, 2026, 1:25 p.m.