Triple
T15136062
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Inkster City Council |
E361555
|
entity |
| Predicate | governs |
P760
|
FINISHED |
| Object |
City of Inkster, Michigan
The City of Inkster, Michigan is a small suburban community in Wayne County within the Detroit metropolitan area, known for its predominantly African American population and residential character.
|
E1140788
|
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: City of Inkster, Michigan | Statement: [Inkster City Council, governs, City of Inkster, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Inkster, Michigan Context triple: [Inkster City Council, governs, City of Inkster, Michigan]
-
A.
Brampton, Michigan
Brampton, Michigan is a small unincorporated community in Delta County’s Upper Peninsula, situated near the shores of Little Bay de Noc on Lake Michigan.
-
B.
Maple City, Michigan
Maple City, Michigan is a small rural village located on Michigan’s scenic Leelanau Peninsula, known for its proximity to forests, lakes, and outdoor recreation.
-
C.
Sterling Heights, Michigan
Sterling Heights, Michigan is a large suburban city in Macomb County, part of the Detroit metropolitan area, known for its residential communities and diverse population.
-
D.
Birmingham, Michigan
Birmingham, Michigan is an affluent suburban city in the Detroit metropolitan area known for its upscale shopping district, walkable downtown, and high quality of life.
-
E.
Wyandotte, Michigan
Wyandotte, Michigan is a small industrial city and Downriver suburb of Detroit located along the western shore of the Detroit River.
- 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: City of Inkster, Michigan Triple: [Inkster City Council, governs, City of Inkster, Michigan]
Generated description
The City of Inkster, Michigan is a small suburban community in Wayne County within the Detroit metropolitan area, known for its predominantly African American population and residential character.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City of Inkster, Michigan Target entity description: The City of Inkster, Michigan is a small suburban community in Wayne County within the Detroit metropolitan area, known for its predominantly African American population and residential character.
-
A.
Brampton, Michigan
Brampton, Michigan is a small unincorporated community in Delta County’s Upper Peninsula, situated near the shores of Little Bay de Noc on Lake Michigan.
-
B.
Maple City, Michigan
Maple City, Michigan is a small rural village located on Michigan’s scenic Leelanau Peninsula, known for its proximity to forests, lakes, and outdoor recreation.
-
C.
Sterling Heights, Michigan
Sterling Heights, Michigan is a large suburban city in Macomb County, part of the Detroit metropolitan area, known for its residential communities and diverse population.
-
D.
Birmingham, Michigan
Birmingham, Michigan is an affluent suburban city in the Detroit metropolitan area known for its upscale shopping district, walkable downtown, and high quality of life.
-
E.
Wyandotte, Michigan
Wyandotte, Michigan is a small industrial city and Downriver suburb of Detroit located along the western shore of the Detroit River.
- 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_69d85a06450081909c5a14ea9851a15e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e005b3f6f48190b1ed7c7b28feb7a6 |
completed | April 15, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69febfea8e3081909551a8e3936c13a6 |
completed | May 9, 2026, 5:02 a.m. |
| NEDg | Description generation | batch_69fec2f5b7bc8190a0038b34a958d692 |
completed | May 9, 2026, 5:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fec38062a08190b141c311b42baaf5 |
completed | May 9, 2026, 5:17 a.m. |
Created at: April 10, 2026, 3:07 a.m.