Triple
T5967986
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montcalm County, Michigan |
E132799
|
entity |
| Predicate | hasVillage |
P4011
|
FINISHED |
| Object |
Howard City, Michigan
Howard City, Michigan is a small village in Montcalm County known as a rural community in the west-central part of the state.
|
E711933
|
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: Howard City, Michigan | Statement: [Montcalm County, Michigan, hasVillage, Howard City, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Howard City, Michigan Context triple: [Montcalm County, Michigan, hasVillage, Howard City, Michigan]
-
A.
Frankfort, Michigan
Frankfort, Michigan is a small Lake Michigan shoreline city known for its harbor, beaches, and role as a regional tourism and fishing hub in northwestern Michigan.
-
B.
Wyandotte, Michigan
Wyandotte, Michigan is a small industrial city and Downriver suburb of Detroit located along the western shore of the Detroit River.
-
C.
Hudsonville, Michigan
Hudsonville, Michigan is a small suburban city in western Michigan known for its family-friendly community and proximity to Grand Rapids.
-
D.
Hart, Michigan
Hart, Michigan is a small city in western Michigan that serves as the administrative and commercial hub of rural Oceana County.
-
E.
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.
- 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: Howard City, Michigan Triple: [Montcalm County, Michigan, hasVillage, Howard City, Michigan]
Generated description
Howard City, Michigan is a small village in Montcalm County known as a rural community in the west-central part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Howard City, Michigan Target entity description: Howard City, Michigan is a small village in Montcalm County known as a rural community in the west-central part of the state.
-
A.
Frankfort, Michigan
Frankfort, Michigan is a small Lake Michigan shoreline city known for its harbor, beaches, and role as a regional tourism and fishing hub in northwestern Michigan.
-
B.
Wyandotte, Michigan
Wyandotte, Michigan is a small industrial city and Downriver suburb of Detroit located along the western shore of the Detroit River.
-
C.
Hudsonville, Michigan
Hudsonville, Michigan is a small suburban city in western Michigan known for its family-friendly community and proximity to Grand Rapids.
-
D.
Hart, Michigan
Hart, Michigan is a small city in western Michigan that serves as the administrative and commercial hub of rural Oceana County.
-
E.
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.
- 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_69c0086deab081908550159ca23eec9b |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c03a3f612481908744cb645f2ede1d |
completed | March 22, 2026, 6:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc931ce9b081908a58fb3a54492e60 |
completed | April 1, 2026, 3:38 a.m. |
| NEDg | Description generation | batch_69cc955542fc8190a84be60f4efea915 |
completed | April 1, 2026, 3:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc964c6b308190ae121072b1180268 |
completed | April 1, 2026, 3:51 a.m. |
Created at: March 22, 2026, 4:03 p.m.