Triple
T12158334
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Osceola County, Michigan |
E289637
|
entity |
| Predicate | countySeat |
P383
|
FINISHED |
| Object |
Reed City, Michigan
Reed City, Michigan is a small city in northwestern Michigan known as a regional hub for outdoor recreation and local commerce.
|
E967040
|
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: Reed City, Michigan | Statement: [Osceola County, Michigan, countySeat, Reed City, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Reed City, Michigan Context triple: [Osceola County, Michigan, countySeat, Reed City, Michigan]
-
A.
Muskegon, Michigan
Muskegon, Michigan is a port city in western Michigan known for its Lake Michigan shoreline, maritime heritage, and recreational beaches.
-
B.
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.
-
C.
Newaygo, Michigan
Newaygo, Michigan is a small city in west-central Michigan known for its outdoor recreation, especially fishing, boating, and kayaking along the Muskegon River.
-
D.
Redford, Michigan
Redford, Michigan is a suburban charter township in Wayne County, near Detroit, known for its residential neighborhoods and local parks along the Rouge River.
-
E.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
- 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: Reed City, Michigan Triple: [Osceola County, Michigan, countySeat, Reed City, Michigan]
Generated description
Reed City, Michigan is a small city in northwestern Michigan known as a regional hub for outdoor recreation and local commerce.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Reed City, Michigan Target entity description: Reed City, Michigan is a small city in northwestern Michigan known as a regional hub for outdoor recreation and local commerce.
-
A.
Muskegon, Michigan
Muskegon, Michigan is a port city in western Michigan known for its Lake Michigan shoreline, maritime heritage, and recreational beaches.
-
B.
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.
-
C.
Newaygo, Michigan
Newaygo, Michigan is a small city in west-central Michigan known for its outdoor recreation, especially fishing, boating, and kayaking along the Muskegon River.
-
D.
Redford, Michigan
Redford, Michigan is a suburban charter township in Wayne County, near Detroit, known for its residential neighborhoods and local parks along the Rouge River.
-
E.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
- 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_69d6ab4c6710819097a9d228382dde43 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915c277e481908351bf4e664dda42 |
completed | April 10, 2026, 3:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f69e8498819080d571e6fb4edfde |
completed | May 2, 2026, 1:05 p.m. |
| NEDg | Description generation | batch_69f601e0777081909e1212436680a10d |
completed | May 2, 2026, 1:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f602a21f948190849839301f49d55a |
completed | May 2, 2026, 1:56 p.m. |
Created at: April 8, 2026, 9:50 p.m.