Triple
T8849801
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berkley, Michigan |
E210607
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object |
Beverly Hills, Michigan
Beverly Hills, Michigan is a small, affluent suburban village in Oakland County known for its residential character and proximity to Detroit.
|
E774040
|
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: Beverly Hills, Michigan | Statement: [Berkley, Michigan, adjacentTo, Beverly Hills, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beverly Hills, Michigan Context triple: [Berkley, Michigan, adjacentTo, Beverly Hills, Michigan]
-
A.
Bellevue, Michigan
Bellevue, Michigan is a small rural village in south-central Michigan known for its historic charm and tight-knit community.
-
B.
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.
-
C.
Grosse Pointe, Michigan
Grosse Pointe, Michigan is an affluent suburban city bordering Detroit, known for its historic lakeside homes, tree-lined streets, and upscale residential character.
-
D.
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.
-
E.
Livonia, Michigan
Livonia, Michigan is a large suburban city in Wayne County, known for its residential communities, shopping centers, and proximity to Detroit.
- 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: Beverly Hills, Michigan Triple: [Berkley, Michigan, adjacentTo, Beverly Hills, Michigan]
Generated description
Beverly Hills, 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: Beverly Hills, Michigan Target entity description: Beverly Hills, Michigan is a small, affluent suburban village in Oakland County known for its residential character and proximity to Detroit.
-
A.
Bellevue, Michigan
Bellevue, Michigan is a small rural village in south-central Michigan known for its historic charm and tight-knit community.
-
B.
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.
-
C.
Grosse Pointe, Michigan
Grosse Pointe, Michigan is an affluent suburban city bordering Detroit, known for its historic lakeside homes, tree-lined streets, and upscale residential character.
-
D.
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.
-
E.
Livonia, Michigan
Livonia, Michigan is a large suburban city in Wayne County, known for its residential communities, shopping centers, and proximity to Detroit.
- 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_69ca838a424c8190b1ecac115c2927e7 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc60abb0748190af41d4e1f419e39c |
completed | April 1, 2026, 12:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfeb0dab088190b842b20f8a7bc7a0 |
completed | April 3, 2026, 4:30 p.m. |
| NEDg | Description generation | batch_69cfec4515308190be32a295619babdb |
completed | April 3, 2026, 4:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfecdc70048190813f715153ca0f0e |
completed | April 3, 2026, 4:37 p.m. |
Created at: March 30, 2026, 6:49 p.m.