Triple
T6881423
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madison County, Arkansas |
E158805
|
entity |
| Predicate | inFederalDistrict |
P31257
|
FINISHED |
| Object |
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.
|
E625077
|
NE FINISHED |
How this triple was built (5 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 3rd congressional district | Statement: [Madison County, Arkansas, inFederalDistrict, Arkansas's 3rd congressional district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arkansas's 3rd congressional district Context triple: [Madison County, Arkansas, inFederalDistrict, Arkansas's 3rd 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.
Mississippi's 3rd congressional district
Mississippi's 3rd congressional district is a largely rural, Republican-leaning U.S. House district in central Mississippi that includes cities such as Meridian and parts of the Jackson metropolitan area.
-
C.
Missouri's 3rd congressional district
Missouri's 3rd congressional district is a U.S. House of Representatives district in central and eastern Missouri that includes parts of the Jefferson City and St. Louis metropolitan areas.
-
D.
Mississippi's 2nd congressional district
Mississippi's 2nd congressional district is a predominantly rural and historically African American district in the Mississippi Delta region, represented in the U.S. House of Representatives.
-
E.
Oklahoma's 3rd congressional district
Oklahoma's 3rd congressional district is a large, predominantly rural U.S. House district in western Oklahoma known historically for being represented by influential Democratic leader Carl Albert.
- 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 3rd congressional district Triple: [Madison County, Arkansas, inFederalDistrict, Arkansas's 3rd congressional district]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arkansas's 3rd congressional district Target entity description: 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.
-
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.
Mississippi's 3rd congressional district
Mississippi's 3rd congressional district is a largely rural, Republican-leaning U.S. House district in central Mississippi that includes cities such as Meridian and parts of the Jackson metropolitan area.
-
C.
Missouri's 3rd congressional district
Missouri's 3rd congressional district is a U.S. House of Representatives district in central and eastern Missouri that includes parts of the Jefferson City and St. Louis metropolitan areas.
-
D.
Mississippi's 2nd congressional district
Mississippi's 2nd congressional district is a predominantly rural and historically African American district in the Mississippi Delta region, represented in the U.S. House of Representatives.
-
E.
Oklahoma's 3rd congressional district
Oklahoma's 3rd congressional district is a large, predominantly rural U.S. House district in western Oklahoma known historically for being represented by influential Democratic leader Carl Albert.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: inFederalDistrict Context triple: [Madison County, Arkansas, inFederalDistrict, Arkansas's 3rd congressional district]
-
A.
isFederalDistrictUntil
Indicates that an entity functioned as a federal district up to a specified end date or time.
-
B.
federalDistrictComponent
chosen
Indicates that one administrative or territorial unit is a constituent part of a federal district within a federal system.
-
C.
includesFederalDistrict
Indicates that one administrative or geographic entity contains or encompasses a federal district within its boundaries.
-
D.
federalDistrictSince
Indicates that an entity has held the status of a federal district starting from a specified point in time.
-
E.
federalDistrictNumber
Indicates the specific numbered federal electoral or administrative district associated with an entity.
- F. None of above.
Provenance (6 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_69c688342f6c8190ad7eea6ba262db99 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d8e798c08190b1f494a2c1445514 |
completed | March 27, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c742c999cc8190a14aa0ae6c7a1f54 |
completed | March 28, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69c743dffc188190a59ca6c86483c348 |
completed | March 28, 2026, 2:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7444e57a881908808a4bd96505048 |
completed | March 28, 2026, 3 a.m. |
| PD | Predicate disambiguation | batch_69c6d7b53e9881909ec298daa9f1913b |
completed | March 27, 2026, 7:17 p.m. |
Created at: March 27, 2026, 2:23 p.m.