Triple
T2665372
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rochester Hills |
E55621
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object |
Oakland Township, Michigan
Oakland Township, Michigan is a largely residential charter township in northeastern Oakland County known for its affluent communities, rolling landscapes, and extensive parks and nature preserves.
|
E352995
|
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: Oakland Township, Michigan | Statement: [Rochester Hills, adjacentTo, Oakland Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oakland Township, Michigan Context triple: [Rochester Hills, adjacentTo, Oakland Township, Michigan]
-
A.
Brownstown Township, Michigan
Brownstown Township, Michigan is a suburban community in southeastern Michigan that forms part of the Downriver area near Detroit.
-
B.
Lansing Township, Michigan
Lansing Township, Michigan is a charter township located adjacent to the city of Lansing in central Michigan, functioning as a suburban community within the Lansing metropolitan area.
-
C.
Macomb Township, Michigan
Macomb Township, Michigan is a rapidly growing suburban community in southeastern Michigan, located within the Detroit metropolitan area.
-
D.
East Bay Township, Michigan
East Bay Township, Michigan is a civil township in northern Michigan known for its proximity to Traverse City and its location along the shores of East Grand Traverse Bay.
-
E.
Shelby Township, Michigan
Shelby Township, Michigan is a large suburban community in southeastern Michigan known for its residential neighborhoods, parks, and proximity to the Detroit 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: Oakland Township, Michigan Triple: [Rochester Hills, adjacentTo, Oakland Township, Michigan]
Generated description
Oakland Township, Michigan is a largely residential charter township in northeastern Oakland County known for its affluent communities, rolling landscapes, and extensive parks and nature preserves.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oakland Township, Michigan Target entity description: Oakland Township, Michigan is a largely residential charter township in northeastern Oakland County known for its affluent communities, rolling landscapes, and extensive parks and nature preserves.
-
A.
Brownstown Township, Michigan
Brownstown Township, Michigan is a suburban community in southeastern Michigan that forms part of the Downriver area near Detroit.
-
B.
Lansing Township, Michigan
Lansing Township, Michigan is a charter township located adjacent to the city of Lansing in central Michigan, functioning as a suburban community within the Lansing metropolitan area.
-
C.
Macomb Township, Michigan
Macomb Township, Michigan is a rapidly growing suburban community in southeastern Michigan, located within the Detroit metropolitan area.
-
D.
East Bay Township, Michigan
East Bay Township, Michigan is a civil township in northern Michigan known for its proximity to Traverse City and its location along the shores of East Grand Traverse Bay.
-
E.
Shelby Township, Michigan
Shelby Township, Michigan is a large suburban community in southeastern Michigan known for its residential neighborhoods, parks, and proximity to the Detroit 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_69ab49e54de48190be708cd1cf8be073 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd96ed2748190a4feae98199b459d |
completed | March 7, 2026, 7:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b333feff988190831b50d87892b9c1 |
completed | March 12, 2026, 9:45 p.m. |
| NEDg | Description generation | batch_69b337b1ae5c8190b3015c2f3f6c0b4d |
completed | March 12, 2026, 10:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3381669f08190a0ec7a75b160a835 |
completed | March 12, 2026, 10:03 p.m. |
Created at: March 6, 2026, 9:54 p.m.