Triple
T22948499
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boone County, Arkansas |
E569939
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Valley Springs, Arkansas
Valley Springs, Arkansas is a small rural community located in Boone County in northern Arkansas.
|
E1563386
|
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: Valley Springs, Arkansas | Statement: [Boone County, Arkansas, hasUnincorporatedCommunity, Valley Springs, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Valley Springs, Arkansas Context triple: [Boone County, Arkansas, hasUnincorporatedCommunity, Valley Springs, Arkansas]
-
A.
Elm Springs, Arkansas
Elm Springs, Arkansas is a small city in northwest Arkansas that forms part of the rapidly growing Northwest Arkansas metropolitan region.
-
B.
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.
-
C.
Sulphur Springs, Arkansas
Sulphur Springs, Arkansas is a small city in northwestern Arkansas known historically as a mineral-springs resort community.
-
D.
Springtown, Arkansas
Springtown, Arkansas is a small rural town located in Benton County in the northwestern region of the state.
-
E.
Whelen Springs, Arkansas
Whelen Springs, Arkansas is a small rural town located in Clark County in the southern 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: Valley Springs, Arkansas Triple: [Boone County, Arkansas, hasUnincorporatedCommunity, Valley Springs, Arkansas]
Generated description
Valley Springs, Arkansas is a small rural community located in Boone County in northern Arkansas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Valley Springs, Arkansas Target entity description: Valley Springs, Arkansas is a small rural community located in Boone County in northern Arkansas.
-
A.
Elm Springs, Arkansas
Elm Springs, Arkansas is a small city in northwest Arkansas that forms part of the rapidly growing Northwest Arkansas metropolitan region.
-
B.
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.
-
C.
Sulphur Springs, Arkansas
Sulphur Springs, Arkansas is a small city in northwestern Arkansas known historically as a mineral-springs resort community.
-
D.
Springtown, Arkansas
Springtown, Arkansas is a small rural town located in Benton County in the northwestern region of the state.
-
E.
Whelen Springs, Arkansas
Whelen Springs, Arkansas is a small rural town located in Clark County in the southern 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_69e2459199d08190a8184ee2aa935842 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1819fbf8c8190ad80c93f1507aa73 |
completed | April 29, 2026, 3:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bca161ddc8190923967d024e894ba |
completed | May 19, 2026, 2:25 a.m. |
| NEDg | Description generation | batch_6a0bcaebed688190b2ea74c588922d98 |
completed | May 19, 2026, 2:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bcbec354081909dbeeb389e86d38c |
completed | May 19, 2026, 2:33 a.m. |
Created at: April 17, 2026, 3:46 p.m.