Triple
T2491441
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oakland County, Michigan |
E52050
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
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.
|
E298759
|
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: Bloomfield Township, Michigan | Statement: [Oakland County, Michigan, containsSettlement, Bloomfield Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bloomfield Township, Michigan Context triple: [Oakland County, Michigan, containsSettlement, Bloomfield 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.
Northville Township, Michigan
Northville Township, Michigan is a suburban charter township in southeastern Michigan known for its residential communities, parks, and proximity to the Detroit 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.
Manchester Township, Michigan
Manchester Township, Michigan is a rural civil township in Washtenaw County known for its small-town character, agricultural landscape, and proximity to the village of Manchester.
-
E.
Clinton Township, Michigan
Clinton Township, Michigan is a populous suburban community in southeastern Michigan, located northeast of Detroit in Macomb County.
- 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: Bloomfield Township, Michigan Triple: [Oakland County, Michigan, containsSettlement, Bloomfield Township, Michigan]
Generated description
Bloomfield Township, Michigan is an affluent suburban community in southeastern Michigan known for its residential neighborhoods, lakes, and proximity to the Detroit metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bloomfield Township, Michigan Target entity description: Bloomfield Township, Michigan is an affluent suburban community in southeastern Michigan known for its residential neighborhoods, lakes, and proximity to the Detroit metropolitan area.
-
A.
Brownstown Township, Michigan
Brownstown Township, Michigan is a suburban community in southeastern Michigan that forms part of the Downriver area near Detroit.
-
B.
Northville Township, Michigan
Northville Township, Michigan is a suburban charter township in southeastern Michigan known for its residential communities, parks, and proximity to the Detroit 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.
Manchester Township, Michigan
Manchester Township, Michigan is a rural civil township in Washtenaw County known for its small-town character, agricultural landscape, and proximity to the village of Manchester.
-
E.
Clinton Township, Michigan
Clinton Township, Michigan is a populous suburban community in southeastern Michigan, located northeast of Detroit in Macomb County.
- 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_69ab4955111c8190835bf619adec21ff |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd1914ca48190ab0a6cc5f1bd2f56 |
completed | March 7, 2026, 7:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc62dc38c8190a392c4179a78ae97 |
completed | March 10, 2026, 7:20 a.m. |
| NEDg | Description generation | batch_69afc6b723f48190b93df0dc2de6c839 |
completed | March 10, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc750fee08190bf3c112f6f204af4 |
completed | March 10, 2026, 7:25 a.m. |
Created at: March 6, 2026, 9:45 p.m.