Triple
T9706026
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saginaw, Michigan, United States |
E234899
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Tri-Cities, Michigan
Tri-Cities, Michigan is a metropolitan region in central Michigan commonly referring to the closely linked cities of Saginaw, Bay City, and Midland and their surrounding communities.
|
E848724
|
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: Tri-Cities, Michigan | Statement: [Saginaw, Michigan, United States, partOf, Tri-Cities, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tri-Cities, Michigan Context triple: [Saginaw, Michigan, United States, partOf, Tri-Cities, Michigan]
-
A.
Troy, Michigan
Troy, Michigan is a major suburban city in the Detroit metropolitan area known for its strong business community, shopping centers, and highly rated schools.
-
B.
Trenton, Michigan
Trenton, Michigan is a small city in southeastern Michigan along the Detroit River, known for its industrial history, riverfront parks, and role as part of the Downriver suburban communities near Detroit.
-
C.
Birmingham, Michigan
Birmingham, Michigan is an affluent suburban city in the Detroit metropolitan area known for its upscale shopping district, walkable downtown, and high quality of life.
-
D.
Midland, Michigan
Midland, Michigan is a small city in central Michigan known as a hub for the chemical industry and the longtime headquarters of Dow Chemical Company.
-
E.
Shelby, Michigan
Shelby, Michigan is a small village in western Michigan known for its agricultural surroundings and proximity to Lake Michigan’s shoreline.
- 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: Tri-Cities, Michigan Triple: [Saginaw, Michigan, United States, partOf, Tri-Cities, Michigan]
Generated description
Tri-Cities, Michigan is a metropolitan region in central Michigan commonly referring to the closely linked cities of Saginaw, Bay City, and Midland and their surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tri-Cities, Michigan Target entity description: Tri-Cities, Michigan is a metropolitan region in central Michigan commonly referring to the closely linked cities of Saginaw, Bay City, and Midland and their surrounding communities.
-
A.
Troy, Michigan
Troy, Michigan is a major suburban city in the Detroit metropolitan area known for its strong business community, shopping centers, and highly rated schools.
-
B.
Trenton, Michigan
Trenton, Michigan is a small city in southeastern Michigan along the Detroit River, known for its industrial history, riverfront parks, and role as part of the Downriver suburban communities near Detroit.
-
C.
Birmingham, Michigan
Birmingham, Michigan is an affluent suburban city in the Detroit metropolitan area known for its upscale shopping district, walkable downtown, and high quality of life.
-
D.
Midland, Michigan
Midland, Michigan is a small city in central Michigan known as a hub for the chemical industry and the longtime headquarters of Dow Chemical Company.
-
E.
Shelby, Michigan
Shelby, Michigan is a small village in western Michigan known for its agricultural surroundings and proximity to Lake Michigan’s shoreline.
- 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_69ca84cc78808190a56f3402b7c139a7 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9da369b4819081f6ce01289ed725 |
completed | April 1, 2026, 10:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d380c81c7c81908361d237d79f1ff0 |
completed | April 6, 2026, 9:45 a.m. |
| NEDg | Description generation | batch_69d3aa1f726081908c9d10b6d8e72cf0 |
completed | April 6, 2026, 12:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d3aaca10c48190aab14dba027190ae |
completed | April 6, 2026, 12:44 p.m. |
Created at: March 30, 2026, 8:19 p.m.