Triple
T4356863
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Romeo, Michigan |
E98169
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
Armada, Michigan
Armada, Michigan is a small rural village in Macomb County known for its tight-knit community and annual Armada Fair.
|
E432739
|
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: Armada, Michigan | Statement: [Romeo, Michigan, locatedNear, Armada, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Armada, Michigan Context triple: [Romeo, Michigan, locatedNear, Armada, Michigan]
-
A.
Zeeland, Michigan
Zeeland, Michigan is a small city in Ottawa County known for its Dutch heritage, strong manufacturing base, and close-knit community within the greater Holland–Grand Rapids area.
-
B.
Empire, Michigan
Empire, Michigan is a small village on the shores of Lake Michigan known as a gateway to the Sleeping Bear Dunes National Lakeshore.
-
C.
Keego Harbor, Michigan
Keego Harbor, Michigan is a small lakeside city in southeastern Michigan known for its residential character and proximity to Cass Lake.
-
D.
L’Anse, Michigan
L’Anse, Michigan is a small village on the shore of Lake Superior in Michigan’s Upper Peninsula, known as a gateway to the scenic and rugged Huron Mountains region.
-
E.
Grand Marais, Michigan
Grand Marais, Michigan is a small lakeside community on Lake Superior in Michigan’s Upper Peninsula, known as a gateway to outdoor recreation and scenic natural attractions.
- 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: Armada, Michigan Triple: [Romeo, Michigan, locatedNear, Armada, Michigan]
Generated description
Armada, Michigan is a small rural village in Macomb County known for its tight-knit community and annual Armada Fair.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Armada, Michigan Target entity description: Armada, Michigan is a small rural village in Macomb County known for its tight-knit community and annual Armada Fair.
-
A.
Zeeland, Michigan
Zeeland, Michigan is a small city in Ottawa County known for its Dutch heritage, strong manufacturing base, and close-knit community within the greater Holland–Grand Rapids area.
-
B.
Empire, Michigan
Empire, Michigan is a small village on the shores of Lake Michigan known as a gateway to the Sleeping Bear Dunes National Lakeshore.
-
C.
Keego Harbor, Michigan
Keego Harbor, Michigan is a small lakeside city in southeastern Michigan known for its residential character and proximity to Cass Lake.
-
D.
L’Anse, Michigan
L’Anse, Michigan is a small village on the shore of Lake Superior in Michigan’s Upper Peninsula, known as a gateway to the scenic and rugged Huron Mountains region.
-
E.
Grand Marais, Michigan
Grand Marais, Michigan is a small lakeside community on Lake Superior in Michigan’s Upper Peninsula, known as a gateway to outdoor recreation and scenic natural attractions.
- 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_69b3454965f881908c41190bb22f0e4b |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b351c68a588190ba14a298afacb1dc |
completed | March 12, 2026, 11:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dbb9b9988190adf8a84de3582ab6 |
completed | March 14, 2026, 10:05 p.m. |
| NEDg | Description generation | batch_69b5dc578b08819095cbf6ba8470d3e0 |
completed | March 14, 2026, 10:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5dd1b03508190a47bb6fb93f22ad8 |
completed | March 14, 2026, 10:11 p.m. |
Created at: March 12, 2026, 11:16 p.m.