Triple
T20903159
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gratiot County, Michigan |
E514722
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object |
Breckenridge, Michigan
Breckenridge, Michigan is a small rural village in central Michigan known for its agricultural community and tight-knit small-town character.
|
E1456710
|
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: Breckenridge, Michigan | Statement: [Gratiot County, Michigan, hasMunicipality, Breckenridge, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Breckenridge, Michigan Context triple: [Gratiot County, Michigan, hasMunicipality, Breckenridge, Michigan]
-
A.
Elberta, Michigan
Elberta, Michigan is a small village on Lake Michigan in Benzie County known historically as a Great Lakes port and rail terminus.
-
B.
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.
-
C.
Breen, Michigan
Breen, Michigan is a small unincorporated community located in Dickinson County in Michigan’s Upper Peninsula.
-
D.
Quinnesec, Michigan
Quinnesec, Michigan is an unincorporated community in Michigan’s Upper Peninsula, located near the Menominee River and known historically for its lumber and paper industries.
-
E.
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.
- 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: Breckenridge, Michigan Triple: [Gratiot County, Michigan, hasMunicipality, Breckenridge, Michigan]
Generated description
Breckenridge, Michigan is a small rural village in central Michigan known for its agricultural community and tight-knit small-town character.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Breckenridge, Michigan Target entity description: Breckenridge, Michigan is a small rural village in central Michigan known for its agricultural community and tight-knit small-town character.
-
A.
Elberta, Michigan
Elberta, Michigan is a small village on Lake Michigan in Benzie County known historically as a Great Lakes port and rail terminus.
-
B.
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.
-
C.
Breen, Michigan
Breen, Michigan is a small unincorporated community located in Dickinson County in Michigan’s Upper Peninsula.
-
D.
Quinnesec, Michigan
Quinnesec, Michigan is an unincorporated community in Michigan’s Upper Peninsula, located near the Menominee River and known historically for its lumber and paper industries.
-
E.
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.
- 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_69e0b4f8a1108190bce3d31331290ced |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6e8fd7e4481909088b7f74ba24549 |
completed | April 21, 2026, 3:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0918d4dd548190a18f917a91eca161 |
completed | May 17, 2026, 1:24 a.m. |
| NEDg | Description generation | batch_6a0919aae8e88190abd9e20ff1cecebe |
completed | May 17, 2026, 1:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a091a6dc2c8819090618097438a2c00 |
completed | May 17, 2026, 1:31 a.m. |
Created at: April 16, 2026, 12:47 p.m.