Triple
T12780291
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berrien County, Michigan |
E305487
|
entity |
| Predicate | containsVillage |
P4011
|
FINISHED |
| Object |
Shoreham, Michigan
Shoreham, Michigan is a small village located along Lake Michigan in Berrien County in the southwestern part of the state.
|
E1198892
|
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: Shoreham, Michigan | Statement: [Berrien County, Michigan, containsVillage, Shoreham, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shoreham, Michigan Context triple: [Berrien County, Michigan, containsVillage, Shoreham, Michigan]
-
A.
Sagamore, Michigan
Sagamore, Michigan is a small unincorporated community located within Dickinson County in Michigan’s Upper Peninsula.
-
B.
Waverly, Michigan
Waverly, Michigan is an unincorporated community and census-designated place in the Lansing metropolitan area known primarily as a residential suburb with local schools and commercial centers.
-
C.
Woodhaven, Michigan
Woodhaven, Michigan is a suburban city in Wayne County that forms part of the Downriver Detroit industrial and residential corridor south of Detroit.
-
D.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
E.
Hopkins, Michigan
Hopkins, Michigan is a small rural village located in Allegan County in the southwestern part of the state.
- 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: Shoreham, Michigan Triple: [Berrien County, Michigan, containsVillage, Shoreham, Michigan]
Generated description
Shoreham, Michigan is a small village located along Lake Michigan in Berrien County in the southwestern part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shoreham, Michigan Target entity description: Shoreham, Michigan is a small village located along Lake Michigan in Berrien County in the southwestern part of the state.
-
A.
Sagamore, Michigan
Sagamore, Michigan is a small unincorporated community located within Dickinson County in Michigan’s Upper Peninsula.
-
B.
Waverly, Michigan
Waverly, Michigan is an unincorporated community and census-designated place in the Lansing metropolitan area known primarily as a residential suburb with local schools and commercial centers.
-
C.
Woodhaven, Michigan
Woodhaven, Michigan is a suburban city in Wayne County that forms part of the Downriver Detroit industrial and residential corridor south of Detroit.
-
D.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
E.
Hopkins, Michigan
Hopkins, Michigan is a small rural village located in Allegan County in the southwestern part of the state.
- 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_69d7bdf2b43c819098ae5aa68e61ea58 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e5a5680819095dcd491486d23e7 |
completed | April 10, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fffee0ff948190911c02f6e50ea2bc |
completed | May 10, 2026, 3:43 a.m. |
| NEDg | Description generation | batch_6a00007647a08190bff12da75c4a3c02 |
completed | May 10, 2026, 3:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0000e385bc819080e63ced564fe77b |
completed | May 10, 2026, 3:52 a.m. |
Created at: April 9, 2026, 5:29 p.m.