Triple
T12158338
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Osceola County, Michigan |
E289637
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Tustin, Michigan
Tustin, Michigan is a small village in Osceola County known for its rural character and location in Michigan’s Lower Peninsula.
|
E967041
|
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: Tustin, Michigan | Statement: [Osceola County, Michigan, containsSettlement, Tustin, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tustin, Michigan Context triple: [Osceola County, Michigan, containsSettlement, Tustin, Michigan]
-
A.
Williamston, Michigan
Williamston, Michigan is a small city in central Michigan known for its historic downtown, community events, and proximity to the Lansing metropolitan area.
-
B.
Vermontville, Michigan
Vermontville, Michigan is a small rural village in Eaton County known for its historic charm and annual maple syrup festival.
-
C.
Thompsonville, Michigan
Thompsonville, Michigan is a small village in northwestern Michigan known as a rural community within Benzie County.
-
D.
Rudyard, Michigan
Rudyard, Michigan is a small rural community in Michigan’s Upper Peninsula known for its agricultural character and proximity to major transportation routes in Chippewa County.
-
E.
Allendale, Michigan
Allendale, Michigan is a suburban community in Ottawa County best known as the home of Grand Valley State University and its scenic location along the Grand River.
- 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: Tustin, Michigan Triple: [Osceola County, Michigan, containsSettlement, Tustin, Michigan]
Generated description
Tustin, Michigan is a small village in Osceola County known for its rural character and location in Michigan’s Lower Peninsula.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tustin, Michigan Target entity description: Tustin, Michigan is a small village in Osceola County known for its rural character and location in Michigan’s Lower Peninsula.
-
A.
Williamston, Michigan
Williamston, Michigan is a small city in central Michigan known for its historic downtown, community events, and proximity to the Lansing metropolitan area.
-
B.
Vermontville, Michigan
Vermontville, Michigan is a small rural village in Eaton County known for its historic charm and annual maple syrup festival.
-
C.
Thompsonville, Michigan
Thompsonville, Michigan is a small village in northwestern Michigan known as a rural community within Benzie County.
-
D.
Rudyard, Michigan
Rudyard, Michigan is a small rural community in Michigan’s Upper Peninsula known for its agricultural character and proximity to major transportation routes in Chippewa County.
-
E.
Allendale, Michigan
Allendale, Michigan is a suburban community in Ottawa County best known as the home of Grand Valley State University and its scenic location along the Grand River.
- 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.