Triple
T2465058
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Farmington Hills |
E55227
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object |
West Bloomfield Township
West Bloomfield Township is a suburban community in Oakland County, Michigan, known for its residential neighborhoods, lakes, and proximity to the Detroit metropolitan area.
|
E315810
|
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: West Bloomfield Township | Statement: [Farmington Hills, adjacentTo, West Bloomfield Township]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: West Bloomfield Township Context triple: [Farmington Hills, adjacentTo, West Bloomfield Township]
-
A.
Farmington Hills
Farmington Hills is a suburban city in southeastern Michigan, known for its affluent residential communities, strong public schools, and proximity to the Detroit metropolitan area.
-
B.
Southfield
Southfield is a suburban city in Oakland County, Michigan, known as a major commercial and business center in the Detroit metropolitan area.
-
C.
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.
-
D.
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.
-
E.
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.
- 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: West Bloomfield Township Triple: [Farmington Hills, adjacentTo, West Bloomfield Township]
Generated description
West Bloomfield Township is a suburban community in Oakland County, 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: West Bloomfield Township Target entity description: West Bloomfield Township is a suburban community in Oakland County, Michigan, known for its residential neighborhoods, lakes, and proximity to the Detroit metropolitan area.
-
A.
Farmington Hills
Farmington Hills is a suburban city in southeastern Michigan, known for its affluent residential communities, strong public schools, and proximity to the Detroit metropolitan area.
-
B.
Southfield
Southfield is a suburban city in Oakland County, Michigan, known as a major commercial and business center in the Detroit metropolitan area.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69ab49e3622c8190ad22afa2c4fbb807 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd1216f44819094c46ae7c2c1e394 |
completed | March 7, 2026, 7:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b108bf1214819091291de2c8343764 |
completed | March 11, 2026, 6:16 a.m. |
| NEDg | Description generation | batch_69b109e575588190a178d881a52d06e0 |
completed | March 11, 2026, 6:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b10a8644208190bf0cf4d6d6d50bf0 |
completed | March 11, 2026, 6:24 a.m. |
Created at: March 6, 2026, 9:44 p.m.