Triple
T17493032
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sparta Township, Michigan |
E425973
|
entity |
| Predicate | hasCommunity |
P2605
|
FINISHED |
| Object |
Sparta, Michigan
Sparta, Michigan is a small village in Kent County known for its agricultural roots, especially apple orchards, and its role as a residential community near Grand Rapids.
|
E425973
|
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: Sparta, Michigan | Statement: [Sparta Township, Michigan, hasCommunity, Sparta, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sparta, Michigan Context triple: [Sparta Township, Michigan, hasCommunity, Sparta, Michigan]
-
A.
Sparta Township, Michigan
Sparta Township, Michigan is a rural civil township in Kent County known for its agricultural landscape and small-town community northwest of Grand Rapids.
-
B.
Athens, Michigan
Athens, Michigan is a small village in southern Michigan known for its rural character and location within the Battle Creek metropolitan area.
-
C.
Hesperia, Michigan
Hesperia, Michigan is a small village in western Michigan known for its rural character, outdoor recreation opportunities, and location near the White River.
-
D.
Springfield, Michigan
Springfield, Michigan is a small city in southern Michigan that functions largely as a residential and commercial suburb of nearby Battle Creek.
-
E.
Spalding, Michigan
Spalding, Michigan is a small unincorporated community located in Menominee County in Michigan’s Upper Peninsula.
- 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: Sparta, Michigan Triple: [Sparta Township, Michigan, hasCommunity, Sparta, Michigan]
Generated description
Sparta, Michigan is a small village in Kent County known for its agricultural roots, especially apple orchards, and its role as a residential community near Grand Rapids.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sparta, Michigan Target entity description: Sparta, Michigan is a small village in Kent County known for its agricultural roots, especially apple orchards, and its role as a residential community near Grand Rapids.
-
A.
Sparta Township, Michigan
chosen
Sparta Township, Michigan is a rural civil township in Kent County known for its agricultural landscape and small-town community northwest of Grand Rapids.
-
B.
Athens, Michigan
Athens, Michigan is a small village in southern Michigan known for its rural character and location within the Battle Creek metropolitan area.
-
C.
Hesperia, Michigan
Hesperia, Michigan is a small village in western Michigan known for its rural character, outdoor recreation opportunities, and location near the White River.
-
D.
Springfield, Michigan
Springfield, Michigan is a small city in southern Michigan that functions largely as a residential and commercial suburb of nearby Battle Creek.
-
E.
Spalding, Michigan
Spalding, Michigan is a small unincorporated community located in Menominee County in Michigan’s Upper Peninsula.
- F. None of above.
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_69d889dccf7481909264a1844a2e9100 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e451d6bd548190b4c6fae27c2a9ae8 |
completed | April 19, 2026, 3:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a034996dbf48190a2615ca0dc242733 |
completed | May 12, 2026, 3:39 p.m. |
| NEDg | Description generation | batch_6a034c04b0a48190bb3996dd1a0872d2 |
completed | May 12, 2026, 3:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a034ccc5a8081908f388c68ad205374 |
completed | May 12, 2026, 3:52 p.m. |
Created at: April 10, 2026, 5:48 a.m.