Triple
T18132052
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Bonior |
E434036
|
entity |
| Predicate | representedDistrict |
P1239
|
FINISHED |
| Object |
Michigan's 12th congressional district
Michigan's 12th congressional district is a U.S. House of Representatives district in Michigan that has historically encompassed parts of the Detroit metropolitan area and has often been represented by Democratic lawmakers.
|
E1308592
|
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: Michigan's 12th congressional district | Statement: [David Bonior, representedDistrict, Michigan's 12th congressional district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michigan's 12th congressional district Context triple: [David Bonior, representedDistrict, Michigan's 12th congressional district]
-
A.
Michigan's 1st congressional district
Michigan's 1st congressional district is a large, predominantly rural U.S. House district that covers Michigan’s entire Upper Peninsula and parts of the northern Lower Peninsula.
-
B.
Michigan’s 5th congressional district
Michigan’s 5th congressional district is a former U.S. House district in western Michigan that once served as the political base for future President Gerald Ford during his long congressional career.
-
C.
Michigan's 4th congressional district
Michigan's 4th congressional district is a U.S. House of Representatives district in central Michigan that encompasses a mix of rural communities, small cities, and agricultural areas.
-
D.
Michigan's 8th congressional district
Michigan's 8th congressional district is a U.S. House of Representatives district in Michigan that encompasses a mix of suburban and rural communities and has been a competitive political battleground in recent elections.
-
E.
Michigan's 3rd congressional district
Michigan's 3rd congressional district is a U.S. House district in western Michigan that includes parts of the Grand Rapids area and surrounding communities.
- 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: Michigan's 12th congressional district Triple: [David Bonior, representedDistrict, Michigan's 12th congressional district]
Generated description
Michigan's 12th congressional district is a U.S. House of Representatives district in Michigan that has historically encompassed parts of the Detroit metropolitan area and has often been represented by Democratic lawmakers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michigan's 12th congressional district Target entity description: Michigan's 12th congressional district is a U.S. House of Representatives district in Michigan that has historically encompassed parts of the Detroit metropolitan area and has often been represented by Democratic lawmakers.
-
A.
Michigan's 1st congressional district
Michigan's 1st congressional district is a large, predominantly rural U.S. House district that covers Michigan’s entire Upper Peninsula and parts of the northern Lower Peninsula.
-
B.
Michigan’s 5th congressional district
Michigan’s 5th congressional district is a former U.S. House district in western Michigan that once served as the political base for future President Gerald Ford during his long congressional career.
-
C.
Michigan's 4th congressional district
Michigan's 4th congressional district is a U.S. House of Representatives district in central Michigan that encompasses a mix of rural communities, small cities, and agricultural areas.
-
D.
Michigan's 8th congressional district
Michigan's 8th congressional district is a U.S. House of Representatives district in Michigan that encompasses a mix of suburban and rural communities and has been a competitive political battleground in recent elections.
-
E.
Michigan's 3rd congressional district
Michigan's 3rd congressional district is a U.S. House district in western Michigan that includes parts of the Grand Rapids area and surrounding communities.
- 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_69d8b909e8cc81908df4cc2b8ea6d11f |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4ddf2c68881909dfbe59df15ddccc |
completed | April 19, 2026, 1:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03854626e881908d46685bde4ad344 |
completed | May 12, 2026, 7:53 p.m. |
| NEDg | Description generation | batch_6a0389649bac8190bb5f189e562ab8c3 |
completed | May 12, 2026, 8:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0389eb3928819080b6d257698e662c |
completed | May 12, 2026, 8:13 p.m. |
Created at: April 10, 2026, 10:29 a.m.