Triple
T19766137
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Miller County, Arkansas |
E474760
|
entity |
| Predicate | containsUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Walker Creek, Arkansas
Walker Creek, Arkansas is a small unincorporated rural community located in Miller County in the southwestern part of the state.
|
E1394088
|
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: Walker Creek, Arkansas | Statement: [Miller County, Arkansas, containsUnincorporatedCommunity, Walker Creek, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walker Creek, Arkansas Context triple: [Miller County, Arkansas, containsUnincorporatedCommunity, Walker Creek, Arkansas]
-
A.
Prairie Creek, Arkansas
Prairie Creek, Arkansas is a lakeside census-designated community in Benton County known for its proximity to Beaver Lake and recreational outdoor activities.
-
B.
West Fork, Arkansas
West Fork, Arkansas is a small city in northwestern Arkansas known for its scenic Ozark Mountain setting and proximity to outdoor recreation areas.
-
C.
Black Springs, Arkansas
Black Springs, Arkansas is a small town in Montgomery County known for its location in the Ouachita Mountains near the headwaters of the Caddo River.
-
D.
Camp Creek
Camp Creek is a stream in southern West Virginia that flows through and gives its name to Camp Creek State Park.
-
E.
Coon Creek, Missouri
Coon Creek, Missouri is a small unincorporated rural community located in Vernon County in the western 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: Walker Creek, Arkansas Triple: [Miller County, Arkansas, containsUnincorporatedCommunity, Walker Creek, Arkansas]
Generated description
Walker Creek, Arkansas is a small unincorporated rural community located in Miller County in the southwestern part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walker Creek, Arkansas Target entity description: Walker Creek, Arkansas is a small unincorporated rural community located in Miller County in the southwestern part of the state.
-
A.
Prairie Creek, Arkansas
Prairie Creek, Arkansas is a lakeside census-designated community in Benton County known for its proximity to Beaver Lake and recreational outdoor activities.
-
B.
West Fork, Arkansas
West Fork, Arkansas is a small city in northwestern Arkansas known for its scenic Ozark Mountain setting and proximity to outdoor recreation areas.
-
C.
Black Springs, Arkansas
Black Springs, Arkansas is a small town in Montgomery County known for its location in the Ouachita Mountains near the headwaters of the Caddo River.
-
D.
Camp Creek
Camp Creek is a stream in southern West Virginia that flows through and gives its name to Camp Creek State Park.
-
E.
Coon Creek, Missouri
Coon Creek, Missouri is a small unincorporated rural community located in Vernon County in the western 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_69d8e51a43a08190956bc6df13c91a77 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e653232e508190a7d484c0a1e2939a |
completed | April 20, 2026, 4:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07bd6ffbfc81909a4481abf9b8fb5a |
completed | May 16, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_6a07be65daf88190a0ed2b6f8075141a |
completed | May 16, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07bf1be9648190bac752e8a6ca12bc |
completed | May 16, 2026, 12:49 a.m. |
Created at: April 10, 2026, 1:48 p.m.