Triple
T21094486
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milford, Michigan |
E519725
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Milford Township, Michigan
Milford Township, Michigan is a charter township in Oakland County known for its blend of suburban neighborhoods, parks, and the village of Milford as its central community.
|
E1465903
|
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: Milford Township, Michigan | Statement: [Milford, Michigan, partOf, Milford Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milford Township, Michigan Context triple: [Milford, Michigan, partOf, Milford Township, Michigan]
-
A.
Millington Township, Michigan
Millington Township, Michigan is a civil township and local government unit located within Tuscola County in the U.S. state of Michigan.
-
B.
Millbrook Township, Michigan
Millbrook Township, Michigan is a small rural civil township located within Mecosta County in the U.S. state of Michigan.
-
C.
Mills Township, Michigan
Mills Township, Michigan is a small civil township located within Midland County in the U.S. state of Michigan.
-
D.
Milan Township, Michigan
Milan Township, Michigan is a civil township in Monroe County known for its rural character and proximity to the city of Milan in southeastern Michigan.
-
E.
Midland Township, Michigan
Midland Township, Michigan is a civil township in Midland County known for its mix of residential communities, agricultural land, and proximity to the city of Midland in 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: Milford Township, Michigan Triple: [Milford, Michigan, partOf, Milford Township, Michigan]
Generated description
Milford Township, Michigan is a charter township in Oakland County known for its blend of suburban neighborhoods, parks, and the village of Milford as its central community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Milford Township, Michigan Target entity description: Milford Township, Michigan is a charter township in Oakland County known for its blend of suburban neighborhoods, parks, and the village of Milford as its central community.
-
A.
Millington Township, Michigan
Millington Township, Michigan is a civil township and local government unit located within Tuscola County in the U.S. state of Michigan.
-
B.
Millbrook Township, Michigan
Millbrook Township, Michigan is a small rural civil township located within Mecosta County in the U.S. state of Michigan.
-
C.
Mills Township, Michigan
Mills Township, Michigan is a small civil township located within Midland County in the U.S. state of Michigan.
-
D.
Milan Township, Michigan
Milan Township, Michigan is a civil township in Monroe County known for its rural character and proximity to the city of Milan in southeastern Michigan.
-
E.
Midland Township, Michigan
Midland Township, Michigan is a civil township in Midland County known for its mix of residential communities, agricultural land, and proximity to the city of Midland in 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_69e0b508d8dc81909be940dafe36c8f7 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e709517a18819081ede1d38e2c4391 |
completed | April 21, 2026, 5:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a095a5c42fc81909be87268f6296c66 |
completed | May 17, 2026, 6:04 a.m. |
| NEDg | Description generation | batch_6a095b1cb97c8190b3ba95373bd21056 |
completed | May 17, 2026, 6:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a095bf3efa4819089368a3e80a41e15 |
completed | May 17, 2026, 6:11 a.m. |
Created at: April 16, 2026, 2:52 p.m.