Triple
T15894949
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northwest Arkansas metropolitan area |
E385429
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object |
Bethel Heights, Arkansas
Bethel Heights, Arkansas is a small residential community in Benton County that forms part of the rapidly growing Northwest Arkansas region.
|
E1182864
|
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: Bethel Heights, Arkansas | Statement: [Northwest Arkansas metropolitan area, containsCity, Bethel Heights, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bethel Heights, Arkansas Context triple: [Northwest Arkansas metropolitan area, containsCity, Bethel Heights, Arkansas]
-
A.
Walnut Hill, Arkansas
Walnut Hill, Arkansas is a small unincorporated community historically notable as the place where Arkansas’s first governor, James Sevier Conway, died.
-
B.
Tontitown, Arkansas
Tontitown, Arkansas is a small city in northwest Arkansas known for its Italian-American heritage and annual grape festival.
-
C.
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.
-
D.
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.
-
E.
Butlerville, Arkansas
Butlerville, Arkansas is an unincorporated rural community located in Lonoke County in the central part of the state.
- 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: Bethel Heights, Arkansas Triple: [Northwest Arkansas metropolitan area, containsCity, Bethel Heights, Arkansas]
Generated description
Bethel Heights, Arkansas is a small residential community in Benton County that forms part of the rapidly growing Northwest Arkansas region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bethel Heights, Arkansas Target entity description: Bethel Heights, Arkansas is a small residential community in Benton County that forms part of the rapidly growing Northwest Arkansas region.
-
A.
Walnut Hill, Arkansas
Walnut Hill, Arkansas is a small unincorporated community historically notable as the place where Arkansas’s first governor, James Sevier Conway, died.
-
B.
Tontitown, Arkansas
Tontitown, Arkansas is a small city in northwest Arkansas known for its Italian-American heritage and annual grape festival.
-
C.
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.
-
D.
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.
-
E.
Butlerville, Arkansas
Butlerville, Arkansas is an unincorporated rural community located in Lonoke County in the central part of the state.
- 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_69d86da5b800819083a31be937d738b0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1563809748190a54156b946d3f061 |
completed | April 16, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb04b55ec8190a5b3513b2afa4f83 |
completed | May 9, 2026, 10:08 p.m. |
| NEDg | Description generation | batch_69ffb13fdb6c819091c3ee5c1f199031 |
completed | May 9, 2026, 10:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb208aef881909b3a00e0015c27df |
completed | May 9, 2026, 10:15 p.m. |
Created at: April 10, 2026, 4:51 a.m.