Triple
T2749288
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert G. Heft |
E60944
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object | Saginaw, Michigan, United States |
E234899
|
NE FINISHED |
How this triple was built (2 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: Saginaw, Michigan, United States | Statement: [Robert G. Heft, placeOfBirth, Saginaw, Michigan, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saginaw, Michigan, United States Context triple: [Robert G. Heft, placeOfBirth, Saginaw, Michigan, United States]
-
A.
Saginaw, Michigan, United States
chosen
Saginaw, Michigan, United States is an industrial city in the Great Lakes region known for its automotive manufacturing history and location along the Saginaw River.
-
B.
Big Rapids, Michigan, United States
Big Rapids is a small city in central Michigan known as the home of Ferris State University and for its location along the Muskegon River.
-
C.
Gaylord, Michigan, United States
Gaylord, Michigan, United States is a small northern Michigan city known as the boyhood home of pioneering information theorist Claude Shannon.
-
D.
Rochester, Michigan, United States
Rochester, Michigan, United States is a small suburban city north of Detroit known for its historic downtown, affluent residential character, and strong community amenities.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ab4b79846081909096725374d65ce9 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdb517a00819084fd8f8933a25212 |
completed | March 7, 2026, 8:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afbbd573988190988d7af4997202fb |
completed | March 10, 2026, 6:36 a.m. |
Created at: March 6, 2026, 9:56 p.m.