Triple
T13142689
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benton County, Arkansas |
E312248
|
entity |
| Predicate | containsTown |
P847
|
FINISHED |
| Object |
Gateway, Arkansas
Gateway, Arkansas is a small town in northwestern Arkansas located near the Missouri border within the rapidly growing Benton County region.
|
E1040886
|
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: Gateway, Arkansas | Statement: [Benton County, Arkansas, containsTown, Gateway, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gateway, Arkansas Context triple: [Benton County, Arkansas, containsTown, Gateway, Arkansas]
-
A.
Galloway, Arkansas
Galloway, Arkansas is an unincorporated community in central Arkansas located within Lonoke County, near the eastern outskirts of the Little Rock metropolitan area.
-
B.
Johnson, Arkansas
Johnson, Arkansas is a small town in northwest Arkansas that forms part of the Fayetteville–Springdale metropolitan area.
-
C.
Scott, Arkansas
Scott, Arkansas is a small unincorporated community and census-designated place in central Arkansas known for its agricultural heritage and historic plantations.
-
D.
El Dorado, Arkansas
El Dorado, Arkansas is a small city in southern Arkansas known historically for its oil boom and as a regional economic and cultural center within the Ark-La-Tex area.
-
E.
Turrell, Arkansas
Turrell, Arkansas is a small city in eastern Arkansas located near the Mississippi River within the Memphis metropolitan area.
- 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: Gateway, Arkansas Triple: [Benton County, Arkansas, containsTown, Gateway, Arkansas]
Generated description
Gateway, Arkansas is a small town in northwestern Arkansas located near the Missouri border within the rapidly growing Benton County region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gateway, Arkansas Target entity description: Gateway, Arkansas is a small town in northwestern Arkansas located near the Missouri border within the rapidly growing Benton County region.
-
A.
Galloway, Arkansas
Galloway, Arkansas is an unincorporated community in central Arkansas located within Lonoke County, near the eastern outskirts of the Little Rock metropolitan area.
-
B.
Johnson, Arkansas
Johnson, Arkansas is a small town in northwest Arkansas that forms part of the Fayetteville–Springdale metropolitan area.
-
C.
Scott, Arkansas
Scott, Arkansas is a small unincorporated community and census-designated place in central Arkansas known for its agricultural heritage and historic plantations.
-
D.
El Dorado, Arkansas
El Dorado, Arkansas is a small city in southern Arkansas known historically for its oil boom and as a regional economic and cultural center within the Ark-La-Tex area.
-
E.
Turrell, Arkansas
Turrell, Arkansas is a small city in eastern Arkansas located near the Mississippi River within the Memphis metropolitan area.
- 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_69f73970791c8190af0facf83b0a2107 |
completed | May 3, 2026, 12:02 p.m. |
| NEDg | Description generation | batch_69f73de6dce8819091ac5b5a5891c38c |
completed | May 3, 2026, 12:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f73e30d23c8190ad1d1251b433c74e |
completed | May 3, 2026, 12:23 p.m. |
Created at: April 9, 2026, 9:10 p.m.