Triple
T5130508
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oceana County, Michigan |
E115684
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Rothbury, Michigan
Rothbury, Michigan is a small village in western Michigan known for its rural character and proximity to Lake Michigan’s shoreline communities.
|
E527330
|
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: Rothbury, Michigan | Statement: [Oceana County, Michigan, containsSettlement, Rothbury, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rothbury, Michigan Context triple: [Oceana County, Michigan, containsSettlement, Rothbury, Michigan]
-
A.
Newberry, Michigan
Newberry, Michigan is a small village in Michigan’s Upper Peninsula that serves as a gateway to nearby forests, lakes, and outdoor recreation areas.
-
B.
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.
-
C.
Flat Rock, Michigan
Flat Rock, Michigan is a small city in southeastern Michigan known for its location along the Huron River and its automotive manufacturing presence.
-
D.
Vermontville, Michigan
Vermontville, Michigan is a small rural village in Eaton County known for its historic charm and annual maple syrup festival.
-
E.
Burton, Michigan
Burton, Michigan is a suburban city in the Flint metropolitan area known for its residential communities and proximity to major transportation routes in southeastern Michigan.
- 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: Rothbury, Michigan Triple: [Oceana County, Michigan, containsSettlement, Rothbury, Michigan]
Generated description
Rothbury, Michigan is a small village in western Michigan known for its rural character and proximity to Lake Michigan’s shoreline communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rothbury, Michigan Target entity description: Rothbury, Michigan is a small village in western Michigan known for its rural character and proximity to Lake Michigan’s shoreline communities.
-
A.
Newberry, Michigan
Newberry, Michigan is a small village in Michigan’s Upper Peninsula that serves as a gateway to nearby forests, lakes, and outdoor recreation areas.
-
B.
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.
-
C.
Flat Rock, Michigan
Flat Rock, Michigan is a small city in southeastern Michigan known for its location along the Huron River and its automotive manufacturing presence.
-
D.
Vermontville, Michigan
Vermontville, Michigan is a small rural village in Eaton County known for its historic charm and annual maple syrup festival.
-
E.
Burton, Michigan
Burton, Michigan is a suburban city in the Flint metropolitan area known for its residential communities and proximity to major transportation routes in southeastern Michigan.
- 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_69bd444426bc819099ccd23f141e22aa |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd7827c764819086da3b79f2020224 |
completed | March 20, 2026, 4:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bfe323ed188190ad52dec581218e07 |
completed | March 22, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_69bfe4442f0c8190a5a02d225067125e |
completed | March 22, 2026, 12:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bfe4c8991c819090db72e70f383195 |
completed | March 22, 2026, 12:47 p.m. |
Created at: March 20, 2026, 1:42 p.m.