Triple
T11026372
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Menominee County, Michigan |
E260631
|
entity |
| Predicate | hasCommunity |
P2605
|
FINISHED |
| Object |
Spalding, Michigan
Spalding, Michigan is a small unincorporated community located in Menominee County in Michigan’s Upper Peninsula.
|
E1154410
|
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: Spalding, Michigan | Statement: [Menominee County, Michigan, hasCommunity, Spalding, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spalding, Michigan Context triple: [Menominee County, Michigan, hasCommunity, Spalding, Michigan]
-
A.
Springfield, Michigan
Springfield, Michigan is a small city in southern Michigan that functions largely as a residential and commercial suburb of nearby Battle Creek.
-
B.
Southgate, Michigan
Southgate, Michigan is a suburban city in the Downriver area of Metro Detroit known for its residential neighborhoods and commercial corridors.
-
C.
Hopkins, Michigan
Hopkins, Michigan is a small rural village located in Allegan County in the southwestern part of the state.
-
D.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
E.
Parma, Michigan
Parma, Michigan is a small rural village in south-central Michigan known for its tight-knit community and agricultural surroundings.
- 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: Spalding, Michigan Triple: [Menominee County, Michigan, hasCommunity, Spalding, Michigan]
Generated description
Spalding, Michigan is a small unincorporated community located in Menominee County in Michigan’s Upper Peninsula.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spalding, Michigan Target entity description: Spalding, Michigan is a small unincorporated community located in Menominee County in Michigan’s Upper Peninsula.
-
A.
Springfield, Michigan
Springfield, Michigan is a small city in southern Michigan that functions largely as a residential and commercial suburb of nearby Battle Creek.
-
B.
Southgate, Michigan
Southgate, Michigan is a suburban city in the Downriver area of Metro Detroit known for its residential neighborhoods and commercial corridors.
-
C.
Hopkins, Michigan
Hopkins, Michigan is a small rural village located in Allegan County in the southwestern part of the state.
-
D.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
E.
Parma, Michigan
Parma, Michigan is a small rural village in south-central Michigan known for its tight-knit community and agricultural surroundings.
- 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_69d6aa9687448190b28d353b1b6a610e |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d797d0cd988190a7b21d7bdc3109ce |
completed | April 9, 2026, 12:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff1330527481908d518093debc9ad1 |
completed | May 9, 2026, 10:57 a.m. |
| NEDg | Description generation | batch_69ff142e99e081909d01cac0416f1bde |
completed | May 9, 2026, 11:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff14c61eb08190ba854b541eb1ce14 |
completed | May 9, 2026, 11:04 a.m. |
Created at: April 8, 2026, 9:25 p.m.