Triple
T20331564
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Inkster Road |
E492494
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object |
Bingham Farms, Michigan
Bingham Farms, Michigan is a small, affluent suburban village in Oakland County, known for its residential character and proximity to Detroit.
|
E1447914
|
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: Bingham Farms, Michigan | Statement: [Inkster Road, adjacentTo, Bingham Farms, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bingham Farms, Michigan Context triple: [Inkster Road, adjacentTo, Bingham Farms, Michigan]
-
A.
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.
-
B.
Rochester Hills
Rochester Hills is a suburban city in Oakland County, Michigan, known for its affluent residential communities, parks, and proximity to the Detroit metropolitan area.
-
C.
Livonia, Michigan
Livonia, Michigan is a large suburban city in Wayne County, known for its residential communities, shopping centers, and proximity to Detroit.
-
D.
Watervliet, Michigan
Watervliet, Michigan is a small city in Berrien County in southwestern Michigan, known for its rural character and proximity to inland lakes and Lake Michigan.
-
E.
Dearborn Heights, Michigan
Dearborn Heights, Michigan is a suburban city in the Detroit metropolitan area known for its residential neighborhoods, diverse population, and proximity to major regional employers and amenities.
- 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: Bingham Farms, Michigan Triple: [Inkster Road, adjacentTo, Bingham Farms, Michigan]
Generated description
Bingham Farms, Michigan is a small, affluent suburban village in Oakland County, known for its residential character and proximity to Detroit.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bingham Farms, Michigan Target entity description: Bingham Farms, Michigan is a small, affluent suburban village in Oakland County, known for its residential character and proximity to Detroit.
-
A.
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.
-
B.
Rochester Hills
Rochester Hills is a suburban city in Oakland County, Michigan, known for its affluent residential communities, parks, and proximity to the Detroit metropolitan area.
-
C.
Livonia, Michigan
Livonia, Michigan is a large suburban city in Wayne County, known for its residential communities, shopping centers, and proximity to Detroit.
-
D.
Watervliet, Michigan
Watervliet, Michigan is a small city in Berrien County in southwestern Michigan, known for its rural character and proximity to inland lakes and Lake Michigan.
-
E.
Dearborn Heights, Michigan
Dearborn Heights, Michigan is a suburban city in the Detroit metropolitan area known for its residential neighborhoods, diverse population, and proximity to major regional employers and amenities.
- 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_69e0b4a1a09881908d97270d6971a25a |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e677e7baf481909282293d78597634 |
completed | April 20, 2026, 7 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08e8202e748190a043ac51dc8faa01 |
completed | May 16, 2026, 9:56 p.m. |
| NEDg | Description generation | batch_6a08e88b1e1c8190a02a52e50470ce79 |
completed | May 16, 2026, 9:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08e923a134819082e8d677c420f8ce |
completed | May 16, 2026, 10:01 p.m. |
Created at: April 16, 2026, 11:22 a.m.