Triple
T12386057
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benton Harbor, Michigan |
E295866
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Benton Charter Township, Michigan
Benton Charter Township, Michigan is a charter township in Berrien County known for encompassing suburban and commercial areas surrounding the city of Benton Harbor near the shore of Lake Michigan.
|
E979412
|
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 Charter Township, Michigan | Statement: [Benton Harbor, Michigan, borderedBy, Benton Charter Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benton Charter Township, Michigan Context triple: [Benton Harbor, Michigan, borderedBy, Benton Charter Township, Michigan]
-
A.
Van Buren Township, Michigan
Van Buren Township, Michigan is a charter township in Wayne County in the Detroit metropolitan area, known for encompassing parts of Belleville Lake and the Willow Run Airport region.
-
B.
Bengal Township, Michigan
Bengal Township, Michigan is a rural civil township located in Clinton County in the central part of the U.S. state of Michigan.
-
C.
Brownstown Township, Michigan
Brownstown Township, Michigan is a suburban community in southeastern Michigan that forms part of the Downriver area near Detroit.
-
D.
Benzonia, Michigan
Benzonia, Michigan is a small village in northwestern Michigan known as a historic community near Crystal Lake and part of the scenic Benzie County region.
-
E.
Bedford Charter Township, Michigan
Bedford Charter Township, Michigan is a charter township and suburban community located in south-central Michigan within the Battle Creek metropolitan area.
- 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 Charter Township, Michigan Triple: [Benton Harbor, Michigan, borderedBy, Benton Charter Township, Michigan]
Generated description
Benton Charter Township, Michigan is a charter township in Berrien County known for encompassing suburban and commercial areas surrounding the city of Benton Harbor near the shore of Lake Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benton Charter Township, Michigan Target entity description: Benton Charter Township, Michigan is a charter township in Berrien County known for encompassing suburban and commercial areas surrounding the city of Benton Harbor near the shore of Lake Michigan.
-
A.
Van Buren Township, Michigan
Van Buren Township, Michigan is a charter township in Wayne County in the Detroit metropolitan area, known for encompassing parts of Belleville Lake and the Willow Run Airport region.
-
B.
Bengal Township, Michigan
Bengal Township, Michigan is a rural civil township located in Clinton County in the central part of the U.S. state of Michigan.
-
C.
Brownstown Township, Michigan
Brownstown Township, Michigan is a suburban community in southeastern Michigan that forms part of the Downriver area near Detroit.
-
D.
Benzonia, Michigan
Benzonia, Michigan is a small village in northwestern Michigan known as a historic community near Crystal Lake and part of the scenic Benzie County region.
-
E.
Bedford Charter Township, Michigan
Bedford Charter Township, Michigan is a charter township and suburban community located in south-central Michigan within the Battle Creek metropolitan area.
- 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.