Triple
T854012
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Glenn T. Seaborg |
E18449
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Ishpeming, Michigan, United States
Ishpeming, Michigan, United States, is a small Upper Peninsula mining town known as the birthplace of Nobel Prize–winning chemist Glenn T. Seaborg and for its historic iron ore industry.
|
E99191
|
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: Ishpeming, Michigan, United States | Statement: [Glenn T. Seaborg, placeOfBirth, Ishpeming, Michigan, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ishpeming, Michigan, United States Context triple: [Glenn T. Seaborg, placeOfBirth, Ishpeming, Michigan, United States]
-
A.
Petoskey, Michigan, United States
Petoskey, Michigan, United States is a small resort city on the shores of Lake Michigan known for its scenic waterfront, historic downtown, and distinctive fossilized coral "Petoskey stones."
-
B.
Houghton, Michigan
Houghton, Michigan is a small city in Michigan’s Upper Peninsula known for its historic copper mining heritage and as the home of Michigan Technological University.
-
C.
Iron Mountain, Michigan
Iron Mountain, Michigan is a small city in the western Upper Peninsula known for its iron mining heritage, outdoor recreation, and proximity to the Wisconsin border.
-
D.
Menominee, Michigan
Menominee, Michigan is a small city at the southern tip of Michigan’s Upper Peninsula on the shores of Green Bay, known for its historic lumber industry and waterfront location.
-
E.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
- 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: Ishpeming, Michigan, United States Triple: [Glenn T. Seaborg, placeOfBirth, Ishpeming, Michigan, United States]
Generated description
Ishpeming, Michigan, United States, is a small Upper Peninsula mining town known as the birthplace of Nobel Prize–winning chemist Glenn T. Seaborg and for its historic iron ore industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ishpeming, Michigan, United States Target entity description: Ishpeming, Michigan, United States, is a small Upper Peninsula mining town known as the birthplace of Nobel Prize–winning chemist Glenn T. Seaborg and for its historic iron ore industry.
-
A.
Petoskey, Michigan, United States
Petoskey, Michigan, United States is a small resort city on the shores of Lake Michigan known for its scenic waterfront, historic downtown, and distinctive fossilized coral "Petoskey stones."
-
B.
Houghton, Michigan
Houghton, Michigan is a small city in Michigan’s Upper Peninsula known for its historic copper mining heritage and as the home of Michigan Technological University.
-
C.
Iron Mountain, Michigan
Iron Mountain, Michigan is a small city in the western Upper Peninsula known for its iron mining heritage, outdoor recreation, and proximity to the Wisconsin border.
-
D.
Menominee, Michigan
Menominee, Michigan is a small city at the southern tip of Michigan’s Upper Peninsula on the shores of Green Bay, known for its historic lumber industry and waterfront location.
-
E.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
- 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_69a4938bdd3c8190a954a3c11844d9cf |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ac389a44819093396a58d2afa700 |
completed | March 1, 2026, 9:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a792a29f448190b96d934656e5399e |
completed | March 4, 2026, 2:02 a.m. |
| NEDg | Description generation | batch_69a79335d99c819098c72e7a86ad1130 |
completed | March 4, 2026, 2:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a793c612d88190bce254142bd75f67 |
completed | March 4, 2026, 2:07 a.m. |
Created at: March 1, 2026, 7:39 p.m.