Triple
T20365747
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grant County, Arkansas |
E496902
|
entity |
| Predicate | isInCongressionalDistrict |
P3909
|
FINISHED |
| Object |
Arkansas's 4th congressional district
Arkansas's 4th congressional district is a largely rural, historically Democratic but now solidly Republican U.S. House district in southern and western Arkansas that includes cities such as Hot Springs and much of the state's timber and agricultural regions.
|
E1426342
|
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: Arkansas's 4th congressional district | Statement: [Grant County, Arkansas, isInCongressionalDistrict, Arkansas's 4th congressional district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arkansas's 4th congressional district Context triple: [Grant County, Arkansas, isInCongressionalDistrict, Arkansas's 4th congressional district]
-
A.
Arkansas's 1st congressional district
Arkansas's 1st congressional district is a largely rural, agriculturally focused U.S. House district in eastern Arkansas that includes cities such as Jonesboro and West Memphis and stretches along much of the Mississippi River.
-
B.
Arkansas's 3rd congressional district
Arkansas's 3rd congressional district is a U.S. House district in northwestern Arkansas that includes cities such as Fort Smith, Fayetteville, Springdale, and Bentonville and is known as a Republican stronghold.
-
C.
Arkansas’s 2nd congressional district
Arkansas’s 2nd congressional district is a central Arkansas U.S. House district that includes the state capital of Little Rock and its surrounding suburban and rural communities.
-
D.
Arkansas's 6th congressional district
Arkansas's 6th congressional district was a former U.S. House district in Arkansas that existed from the late 19th century until it was eliminated in mid-20th-century congressional reapportionment.
-
E.
Mississippi's 4th congressional district
Mississippi's 4th congressional district is a U.S. House district in southern Mississippi that includes much of the Gulf Coast region and surrounding areas.
- 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: Arkansas's 4th congressional district Triple: [Grant County, Arkansas, isInCongressionalDistrict, Arkansas's 4th congressional district]
Generated description
Arkansas's 4th congressional district is a largely rural, historically Democratic but now solidly Republican U.S. House district in southern and western Arkansas that includes cities such as Hot Springs and much of the state's timber and agricultural regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arkansas's 4th congressional district Target entity description: Arkansas's 4th congressional district is a largely rural, historically Democratic but now solidly Republican U.S. House district in southern and western Arkansas that includes cities such as Hot Springs and much of the state's timber and agricultural regions.
-
A.
Arkansas's 1st congressional district
Arkansas's 1st congressional district is a largely rural, agriculturally focused U.S. House district in eastern Arkansas that includes cities such as Jonesboro and West Memphis and stretches along much of the Mississippi River.
-
B.
Arkansas's 3rd congressional district
Arkansas's 3rd congressional district is a U.S. House district in northwestern Arkansas that includes cities such as Fort Smith, Fayetteville, Springdale, and Bentonville and is known as a Republican stronghold.
-
C.
Arkansas’s 2nd congressional district
Arkansas’s 2nd congressional district is a central Arkansas U.S. House district that includes the state capital of Little Rock and its surrounding suburban and rural communities.
-
D.
Arkansas's 6th congressional district
Arkansas's 6th congressional district was a former U.S. House district in Arkansas that existed from the late 19th century until it was eliminated in mid-20th-century congressional reapportionment.
-
E.
Mississippi's 4th congressional district
Mississippi's 4th congressional district is a U.S. House district in southern Mississippi that includes much of the Gulf Coast region and surrounding areas.
- 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_69e0b4a4f9b081908a5a021919c21ccb |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e67871bfdc8190948c46497cd675c9 |
completed | April 20, 2026, 7:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a087089e0408190be8394376cdec110 |
completed | May 16, 2026, 1:26 p.m. |
| NEDg | Description generation | batch_6a087129ce3c8190a67ac34ec697ad31 |
completed | May 16, 2026, 1:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0871e3573c81908216b5e508374081 |
completed | May 16, 2026, 1:32 p.m. |
Created at: April 16, 2026, 11:26 a.m.