Triple
T14134531
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cass River |
E350254
|
entity |
| Predicate | crosses |
P416
|
FINISHED |
| Object |
Cass City, Michigan
Cass City, Michigan is a small village in Michigan’s Thumb region known for its rural character and location along the Cass River.
|
E1196176
|
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: Cass City, Michigan | Statement: [Cass River, crosses, Cass City, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cass City, Michigan Context triple: [Cass River, crosses, Cass City, Michigan]
-
A.
Kalkaska, Michigan
Kalkaska, Michigan is a small village in northern Michigan’s Lower Peninsula known as the county seat of Kalkaska County and a gateway to the region’s forests, lakes, and outdoor recreation.
-
B.
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.
-
C.
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.
-
D.
Hartford, Michigan
Hartford, Michigan is a small city in southwestern Michigan known for its rural character, agricultural surroundings, and proximity to major regional transportation routes.
-
E.
Augusta, Michigan
Augusta, Michigan is a small village in southwestern Michigan known for its rural character and proximity to the city of Kalamazoo.
- 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: Cass City, Michigan Triple: [Cass River, crosses, Cass City, Michigan]
Generated description
Cass City, Michigan is a small village in Michigan’s Thumb region known for its rural character and location along the Cass River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cass City, Michigan Target entity description: Cass City, Michigan is a small village in Michigan’s Thumb region known for its rural character and location along the Cass River.
-
A.
Kalkaska, Michigan
Kalkaska, Michigan is a small village in northern Michigan’s Lower Peninsula known as the county seat of Kalkaska County and a gateway to the region’s forests, lakes, and outdoor recreation.
-
B.
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.
-
C.
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.
-
D.
Hartford, Michigan
Hartford, Michigan is a small city in southwestern Michigan known for its rural character, agricultural surroundings, and proximity to major regional transportation routes.
-
E.
Augusta, Michigan
Augusta, Michigan is a small village in southwestern Michigan known for its rural character and proximity to the city of Kalamazoo.
- 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_69d827865f608190b311820428ae027b |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de610e949c8190852d336c9d12bfd0 |
completed | April 14, 2026, 3:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff288ba908190a36c4784331d1e60 |
completed | May 10, 2026, 2:50 a.m. |
| NEDg | Description generation | batch_69fff3806ab08190b2450b0f1f4bfc3c |
completed | May 10, 2026, 2:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fff3f2760c8190a58fedc2798614ae |
completed | May 10, 2026, 2:56 a.m. |
Created at: April 9, 2026, 11:57 p.m.