Triple
T12386041
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benton Harbor, Michigan |
E295866
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Benton Harbor City Commission
The Benton Harbor City Commission is the elected municipal legislative body responsible for setting policy and overseeing local governance in Benton Harbor, Michigan.
|
E979410
|
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: Benton Harbor City Commission | Statement: [Benton Harbor, Michigan, governingBody, Benton Harbor City Commission]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benton Harbor City Commission Context triple: [Benton Harbor, Michigan, governingBody, Benton Harbor City Commission]
-
A.
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.
-
B.
Kalamazoo City Commission
The Kalamazoo City Commission is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing the governance of the city of Kalamazoo, Michigan.
-
C.
Traverse City Commission
The Traverse City Commission is the elected municipal governing body responsible for setting policy, passing local ordinances, and overseeing city administration in Traverse City, Michigan.
-
D.
Marquette City Commission
The Marquette City Commission is the elected municipal governing body responsible for setting policy, passing local ordinances, and overseeing the administration of the city of Marquette, Michigan.
-
E.
City of Port Huron
The City of Port Huron is a Michigan municipality located at the southern end of Lake Huron, known as a historic Great Lakes port and regional cultural center.
- 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: Benton Harbor City Commission Triple: [Benton Harbor, Michigan, governingBody, Benton Harbor City Commission]
Generated description
The Benton Harbor City Commission is the elected municipal legislative body responsible for setting policy and overseeing local governance in Benton Harbor, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benton Harbor City Commission Target entity description: The Benton Harbor City Commission is the elected municipal legislative body responsible for setting policy and overseeing local governance in Benton Harbor, Michigan.
-
A.
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.
-
B.
Kalamazoo City Commission
The Kalamazoo City Commission is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing the governance of the city of Kalamazoo, Michigan.
-
C.
Traverse City Commission
The Traverse City Commission is the elected municipal governing body responsible for setting policy, passing local ordinances, and overseeing city administration in Traverse City, Michigan.
-
D.
Marquette City Commission
The Marquette City Commission is the elected municipal governing body responsible for setting policy, passing local ordinances, and overseeing the administration of the city of Marquette, Michigan.
-
E.
City of Port Huron
The City of Port Huron is a Michigan municipality located at the southern end of Lake Huron, known as a historic Great Lakes port and regional cultural center.
- 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_69d6ad9e653c8190b1473c860ee53dae |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d93fbd489c819098233a111442762e |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62ac939bc819081629b9eef20c4e7 |
completed | May 2, 2026, 4:48 p.m. |
| NEDg | Description generation | batch_69f62c7b28588190839c35c19856d16f |
completed | May 2, 2026, 4:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62e403a308190a2bba3fefc420932 |
completed | May 2, 2026, 5:02 p.m. |
Created at: April 8, 2026, 9:54 p.m.