Triple
T8564190
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madison Heights, Michigan |
E202763
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object |
Royal Oak Township, Michigan
Royal Oak Township, Michigan is a small, predominantly residential charter township in Oakland County within the Detroit metropolitan area.
|
E763469
|
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: Royal Oak Township, Michigan | Statement: [Madison Heights, Michigan, adjacentTo, Royal Oak Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Royal Oak Township, Michigan Context triple: [Madison Heights, Michigan, adjacentTo, Royal Oak Township, Michigan]
-
A.
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.
-
B.
Brownstown Township, Michigan
Brownstown Township, Michigan is a suburban community in southeastern Michigan that forms part of the Downriver area near Detroit.
-
C.
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.
-
D.
Washington Township, Michigan
Washington Township, Michigan is a suburban community in Macomb County known for its blend of residential neighborhoods, rural landscapes, and proximity to the village of Romeo.
-
E.
Macomb Township, Michigan
Macomb Township, Michigan is a rapidly growing suburban community in southeastern Michigan, located within 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: Royal Oak Township, Michigan Triple: [Madison Heights, Michigan, adjacentTo, Royal Oak Township, Michigan]
Generated description
Royal Oak Township, Michigan is a small, predominantly residential charter township in Oakland County within the Detroit metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Royal Oak Township, Michigan Target entity description: Royal Oak Township, Michigan is a small, predominantly residential charter township in Oakland County within the Detroit metropolitan area.
-
A.
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.
-
B.
Brownstown Township, Michigan
Brownstown Township, Michigan is a suburban community in southeastern Michigan that forms part of the Downriver area near Detroit.
-
C.
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.
-
D.
Washington Township, Michigan
Washington Township, Michigan is a suburban community in Macomb County known for its blend of residential neighborhoods, rural landscapes, and proximity to the village of Romeo.
-
E.
Macomb Township, Michigan
Macomb Township, Michigan is a rapidly growing suburban community in southeastern Michigan, located within 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_69ca8326e6c881908ff720d6abaebdc5 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe9d11274819099cc33a21a993a1f |
completed | March 31, 2026, 3:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf9ffe17e481908516d2f526d60684 |
completed | April 3, 2026, 11:09 a.m. |
| NEDg | Description generation | batch_69cfa3ca78848190a8e44a2419d1eccd |
completed | April 3, 2026, 11:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfa4203f7c819084d27a53928812cd |
completed | April 3, 2026, 11:27 a.m. |
Created at: March 30, 2026, 6:20 p.m.