Triple
T15367738
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milford, Michigan, United States |
E367460
|
entity |
| Predicate | hasSubdivision |
P747
|
FINISHED |
| Object |
Charter Township of Milford, Michigan
Charter Township of Milford, Michigan is a suburban civil township in Oakland County known for its residential communities, parks, and proximity to the Detroit metropolitan area.
|
E1153117
|
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: Charter Township of Milford, Michigan | Statement: [Milford, Michigan, United States, hasSubdivision, Charter Township of Milford, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Charter Township of Milford, Michigan Context triple: [Milford, Michigan, United States, hasSubdivision, Charter Township of Milford, Michigan]
-
A.
Charter Township of Chesterfield, Michigan
The Charter Township of Chesterfield is a suburban community in Macomb County, Michigan, known for its residential neighborhoods, retail centers, and access to Lake St. Clair.
-
B.
Kalamazoo Charter Township, Michigan
Kalamazoo Charter Township, Michigan is a charter township in Kalamazoo County that functions as a suburban community adjacent to the city of Kalamazoo.
-
C.
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.
-
D.
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.
-
E.
Pennfield Charter Township, Michigan
Pennfield Charter Township, Michigan is a charter township and suburban community located just north of Battle Creek in south-central 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: Charter Township of Milford, Michigan Triple: [Milford, Michigan, United States, hasSubdivision, Charter Township of Milford, Michigan]
Generated description
Charter Township of Milford, Michigan is a suburban civil township in Oakland County known for its residential communities, parks, and proximity to the Detroit metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Charter Township of Milford, Michigan Target entity description: Charter Township of Milford, Michigan is a suburban civil township in Oakland County known for its residential communities, parks, and proximity to the Detroit metropolitan area.
-
A.
Charter Township of Chesterfield, Michigan
The Charter Township of Chesterfield is a suburban community in Macomb County, Michigan, known for its residential neighborhoods, retail centers, and access to Lake St. Clair.
-
B.
Kalamazoo Charter Township, Michigan
Kalamazoo Charter Township, Michigan is a charter township in Kalamazoo County that functions as a suburban community adjacent to the city of Kalamazoo.
-
C.
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.
-
D.
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.
-
E.
Pennfield Charter Township, Michigan
Pennfield Charter Township, Michigan is a charter township and suburban community located just north of Battle Creek in south-central 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_69d85a1483788190ad93c2748e8af34b |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03e4a7cdc8190b7b48c97e774c306 |
completed | April 16, 2026, 1:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff0b4e968c8190a16824ee3ede13b2 |
completed | May 9, 2026, 10:24 a.m. |
| NEDg | Description generation | batch_69ff0dc93af88190ae34fa3983aac820 |
completed | May 9, 2026, 10:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff0e467a148190871cb8a2dc660e06 |
completed | May 9, 2026, 10:36 a.m. |
Created at: April 10, 2026, 3:18 a.m.