Triple
T2491451
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oakland County, Michigan |
E52050
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Milford, Michigan
Milford, Michigan is a small village in Oakland County known for its historic downtown, parks, and proximity to the Huron River and nearby recreational areas.
|
E519725
|
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: Milford, Michigan | Statement: [Oakland County, Michigan, containsSettlement, Milford, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milford, Michigan Context triple: [Oakland County, Michigan, containsSettlement, Milford, Michigan]
-
A.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
B.
Grandville, Michigan
Grandville, Michigan is a suburban city near Grand Rapids known for its location along the Grand River and its role as a regional retail and residential hub in western Michigan.
-
C.
Riverview, Michigan
Riverview, Michigan is a small suburban city in southeastern Michigan, located along the Detroit River and known for its residential character within the Downriver area near Detroit.
-
D.
Mount Pleasant, Michigan
Mount Pleasant, Michigan is a small central Michigan city best known as the home of Central Michigan University and the Saginaw Chippewa Indian Tribe.
-
E.
Ironwood, Michigan
Ironwood, Michigan is a small city in the western Upper Peninsula known for its historic mining roots, proximity to outdoor recreation in the Gogebic Range, and location near the Wisconsin border.
- 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: Milford, Michigan Triple: [Oakland County, Michigan, containsSettlement, Milford, Michigan]
Generated description
Milford, Michigan is a small village in Oakland County known for its historic downtown, parks, and proximity to the Huron River and nearby recreational areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Milford, Michigan Target entity description: Milford, Michigan is a small village in Oakland County known for its historic downtown, parks, and proximity to the Huron River and nearby recreational areas.
-
A.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
B.
Grandville, Michigan
Grandville, Michigan is a suburban city near Grand Rapids known for its location along the Grand River and its role as a regional retail and residential hub in western Michigan.
-
C.
Riverview, Michigan
Riverview, Michigan is a small suburban city in southeastern Michigan, located along the Detroit River and known for its residential character within the Downriver area near Detroit.
-
D.
Mount Pleasant, Michigan
Mount Pleasant, Michigan is a small central Michigan city best known as the home of Central Michigan University and the Saginaw Chippewa Indian Tribe.
-
E.
Ironwood, Michigan
Ironwood, Michigan is a small city in the western Upper Peninsula known for its historic mining roots, proximity to outdoor recreation in the Gogebic Range, and location near the Wisconsin border.
- 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_69ab4955111c8190835bf619adec21ff |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd1914ca48190ab0a6cc5f1bd2f56 |
completed | March 7, 2026, 7:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf3a763c5081909cfb4b209207c859 |
completed | March 22, 2026, 12:40 a.m. |
| NEDg | Description generation | batch_69bf3b1bfaec8190a9c1cfa734e1a529 |
completed | March 22, 2026, 12:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf3ec2e6c88190a7e965d06455dccd |
completed | March 22, 2026, 12:58 a.m. |
Created at: March 6, 2026, 9:45 p.m.