Triple
T10797871
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Calhoun County, Michigan |
E254757
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
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.
|
E885654
|
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: Bedford Charter Township, Michigan | Statement: [Calhoun County, Michigan, contains, Bedford Charter Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bedford Charter Township, Michigan Context triple: [Calhoun County, Michigan, contains, Bedford Charter Township, Michigan]
-
A.
Bedford Township, Michigan
Bedford Township, Michigan is a large suburban community in southeastern Michigan known for its proximity to Toledo, Ohio, and its mix of residential, commercial, and rural areas.
-
B.
Bloomfield Township, Michigan
Bloomfield Township, Michigan is an affluent suburban community in southeastern Michigan known for its residential neighborhoods, lakes, and proximity to the Detroit metropolitan area.
-
C.
Brownstown Township, Michigan
Brownstown Township, Michigan is a suburban community in southeastern Michigan that forms part of the Downriver area near Detroit.
-
D.
Royal Oak Township, Michigan
Royal Oak Township, Michigan is a small, predominantly residential charter township in Oakland County within the Detroit metropolitan area.
-
E.
Allendale Charter Township, Michigan
Allendale Charter Township, Michigan is a growing suburban community in western Michigan known for being home to Grand Valley State University's main campus.
- 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: Bedford Charter Township, Michigan Triple: [Calhoun County, Michigan, contains, Bedford Charter Township, Michigan]
Generated description
Bedford Charter Township, Michigan is a charter township and suburban community located in south-central Michigan within the Battle Creek metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bedford Charter Township, Michigan Target entity description: Bedford Charter Township, Michigan is a charter township and suburban community located in south-central Michigan within the Battle Creek metropolitan area.
-
A.
Bedford Township, Michigan
Bedford Township, Michigan is a large suburban community in southeastern Michigan known for its proximity to Toledo, Ohio, and its mix of residential, commercial, and rural areas.
-
B.
Bloomfield Township, Michigan
Bloomfield Township, Michigan is an affluent suburban community in southeastern Michigan known for its residential neighborhoods, lakes, and proximity to the Detroit metropolitan area.
-
C.
Brownstown Township, Michigan
Brownstown Township, Michigan is a suburban community in southeastern Michigan that forms part of the Downriver area near Detroit.
-
D.
Royal Oak Township, Michigan
Royal Oak Township, Michigan is a small, predominantly residential charter township in Oakland County within the Detroit metropolitan area.
-
E.
Allendale Charter Township, Michigan
Allendale Charter Township, Michigan is a growing suburban community in western Michigan known for being home to Grand Valley State University's main campus.
- 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_69d6aa61c15c8190a1839550c56e75e1 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d73333dc4081909faa40c10bce2735 |
completed | April 9, 2026, 5:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de566352608190ab15e3a4b690c9a5 |
completed | April 14, 2026, 2:59 p.m. |
| NEDg | Description generation | batch_69de5eae7ab88190a0c512cfe61e3458 |
completed | April 14, 2026, 3:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de60907e1081908405b6d71adbd388 |
completed | April 14, 2026, 3:43 p.m. |
Created at: April 8, 2026, 9:17 p.m.