Triple
T18706425
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oneida Township, Michigan |
E457378
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Benton Township, Eaton County, Michigan
Benton Township, Eaton County, Michigan is a rural civil township in south-central Michigan known for its agricultural landscape and small-community character.
|
E1339028
|
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 Township, Eaton County, Michigan | Statement: [Oneida Township, Michigan, borders, Benton Township, Eaton County, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benton Township, Eaton County, Michigan Context triple: [Oneida Township, Michigan, borders, Benton Township, Eaton County, Michigan]
-
A.
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.
-
B.
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.
-
C.
Eaton Township, Michigan
Eaton Township, Michigan is a civil township located in Eaton County that forms part of the Lansing–East Lansing metropolitan area in the U.S. state of Michigan.
-
D.
Newton Township, Calhoun County, Michigan
Newton Township, Calhoun County, Michigan is a rural civil township in southern Michigan known for its agricultural landscape and small-community character.
-
E.
Bowne Township, Michigan
Bowne Township, Michigan is a rural civil township located in southeastern Kent County in the western part of the U.S. state of Michigan.
- 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 Township, Eaton County, Michigan Triple: [Oneida Township, Michigan, borders, Benton Township, Eaton County, Michigan]
Generated description
Benton Township, Eaton County, Michigan is a rural civil township in south-central Michigan known for its agricultural landscape and small-community character.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benton Township, Eaton County, Michigan Target entity description: Benton Township, Eaton County, Michigan is a rural civil township in south-central Michigan known for its agricultural landscape and small-community character.
-
A.
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.
-
B.
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.
-
C.
Eaton Township, Michigan
Eaton Township, Michigan is a civil township located in Eaton County that forms part of the Lansing–East Lansing metropolitan area in the U.S. state of Michigan.
-
D.
Newton Township, Calhoun County, Michigan
Newton Township, Calhoun County, Michigan is a rural civil township in southern Michigan known for its agricultural landscape and small-community character.
-
E.
Bowne Township, Michigan
Bowne Township, Michigan is a rural civil township located in southeastern Kent County in the western part of the U.S. state of Michigan.
- 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_69d8d392aad081909fe31aa03e6e97d1 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5671717b88190974f542015f641e8 |
completed | April 19, 2026, 11:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a052b3a95888190b09328d459164071 |
completed | May 14, 2026, 1:54 a.m. |
| NEDg | Description generation | batch_6a052dec70cc8190b66909ce6225b2bb |
completed | May 14, 2026, 2:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a052edba614819084d818fe1cc84ca4 |
completed | May 14, 2026, 2:09 a.m. |
Created at: April 10, 2026, 11:50 a.m.