Triple
T12418953
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall County, Alabama |
E296713
|
entity |
| Predicate | congressionalDistrict |
P3909
|
FINISHED |
| Object | Alabama's 4th congressional district |
E137666
|
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: Alabama's 4th congressional district | Statement: [Marshall County, Alabama, congressionalDistrict, Alabama's 4th congressional district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alabama's 4th congressional district Context triple: [Marshall County, Alabama, congressionalDistrict, Alabama's 4th congressional district]
-
A.
Alabama's 4th congressional district
chosen
Alabama's 4th congressional district is a predominantly rural, heavily Republican U.S. House district in northern Alabama known for its strong conservative voting patterns.
-
B.
Alabama’s 5th congressional district
Alabama’s 5th congressional district is a U.S. House district in northern Alabama that includes cities such as Huntsville and Decatur and is known for its strong aerospace, defense, and technology industries.
-
C.
Alabama's 2nd congressional district
Alabama's 2nd congressional district is a U.S. House district in southeastern Alabama that includes cities such as Montgomery and Dothan and is known for its mix of urban, suburban, and rural communities.
-
D.
Alabama's 3rd congressional district
Alabama's 3rd congressional district is a U.S. House district in eastern Alabama that includes cities such as Anniston, Opelika, and Phenix City and is known for its mix of suburban, rural, and small industrial communities.
-
E.
Alabama's 7th congressional district
Alabama's 7th congressional district is a U.S. House district centered on Birmingham and much of the state's Black Belt, known today as a safely Democratic, majority-Black district.
- 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_69d6ada0640c81908c061d7fb3d47786 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d6efd748190a5d9396a343e41e1 |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f634933b9881909fd592ede7c3e49c |
completed | May 2, 2026, 5:29 p.m. |
Created at: April 8, 2026, 9:55 p.m.