Triple
T13142697
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benton County, Arkansas |
E312248
|
entity |
| Predicate | containsCensusDesignatedPlace |
P15303
|
FINISHED |
| Object |
Brightwater, Arkansas
Brightwater, Arkansas is a small unincorporated community and census-designated place in Benton County in the northwestern part of the state.
|
E1074808
|
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: Brightwater, Arkansas | Statement: [Benton County, Arkansas, containsCensusDesignatedPlace, Brightwater, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brightwater, Arkansas Context triple: [Benton County, Arkansas, containsCensusDesignatedPlace, Brightwater, Arkansas]
-
A.
Lakeview, Arkansas
Lakeview, Arkansas is a small lakeside town in Baxter County known for its recreational access to Bull Shoals Lake and the surrounding Ozark Mountain scenery.
-
B.
Springtown, Arkansas
Springtown, Arkansas is a small rural town located in Benton County in the northwestern region of the state.
-
C.
Bryant, Arkansas
Bryant, Arkansas is a growing suburban city in Saline County, part of the Little Rock metropolitan area, known for its family-friendly neighborhoods and convenient access to major transportation routes.
-
D.
Barling, Arkansas
Barling, Arkansas is a small city in western Arkansas that functions as a suburb of Fort Smith within the Fort Smith metropolitan area.
-
E.
Wabbaseka, Arkansas
Wabbaseka, Arkansas is a small rural town in Jefferson County best known as the birthplace of civil rights activist and Black Panther Party leader Eldridge Cleaver.
- 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: Brightwater, Arkansas Triple: [Benton County, Arkansas, containsCensusDesignatedPlace, Brightwater, Arkansas]
Generated description
Brightwater, Arkansas is a small unincorporated community and census-designated place in Benton County in the northwestern part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brightwater, Arkansas Target entity description: Brightwater, Arkansas is a small unincorporated community and census-designated place in Benton County in the northwestern part of the state.
-
A.
Lakeview, Arkansas
Lakeview, Arkansas is a small lakeside town in Baxter County known for its recreational access to Bull Shoals Lake and the surrounding Ozark Mountain scenery.
-
B.
Springtown, Arkansas
Springtown, Arkansas is a small rural town located in Benton County in the northwestern region of the state.
-
C.
Bryant, Arkansas
Bryant, Arkansas is a growing suburban city in Saline County, part of the Little Rock metropolitan area, known for its family-friendly neighborhoods and convenient access to major transportation routes.
-
D.
Barling, Arkansas
Barling, Arkansas is a small city in western Arkansas that functions as a suburb of Fort Smith within the Fort Smith metropolitan area.
-
E.
Wabbaseka, Arkansas
Wabbaseka, Arkansas is a small rural town in Jefferson County best known as the birthplace of civil rights activist and Black Panther Party leader Eldridge Cleaver.
- 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_69d806aabde48190899e13e41659cae5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d981d24da48190b99e713878e8d003 |
completed | April 10, 2026, 11:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fbc311b1248190b9ceb2854e93171a |
completed | May 6, 2026, 10:39 p.m. |
| NEDg | Description generation | batch_69fbc51585608190817e9a80666b7740 |
completed | May 6, 2026, 10:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fbc57bf4188190aace2c976d842b43 |
completed | May 6, 2026, 10:49 p.m. |
Created at: April 9, 2026, 9:10 p.m.