Triple
T18387118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Caddo River |
E446619
|
entity |
| Predicate | hasSourceNear |
P2064
|
FINISHED |
| Object |
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.
|
E1355722
|
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: Black Springs, Arkansas | Statement: [Caddo River, hasSourceNear, Black Springs, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black Springs, Arkansas Context triple: [Caddo River, hasSourceNear, Black Springs, Arkansas]
-
A.
Sulphur Springs, Arkansas
Sulphur Springs, Arkansas is a small city in northwestern Arkansas known historically as a mineral-springs resort community.
-
B.
Elm Springs, Arkansas
Elm Springs, Arkansas is a small city in northwest Arkansas that forms part of the rapidly growing Northwest Arkansas metropolitan region.
-
C.
Cave Springs, Arkansas
Cave Springs, Arkansas is a small city in northwest Arkansas known for its suburban residential character and proximity to the larger communities of the rapidly growing Benton County region.
-
D.
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.
-
E.
Springtown, Arkansas
Springtown, Arkansas is a small rural town located in Benton County in the northwestern region 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: Black Springs, Arkansas Triple: [Caddo River, hasSourceNear, Black Springs, Arkansas]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Black Springs, Arkansas Target entity description: 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.
-
A.
Sulphur Springs, Arkansas
Sulphur Springs, Arkansas is a small city in northwestern Arkansas known historically as a mineral-springs resort community.
-
B.
Elm Springs, Arkansas
Elm Springs, Arkansas is a small city in northwest Arkansas that forms part of the rapidly growing Northwest Arkansas metropolitan region.
-
C.
Cave Springs, Arkansas
Cave Springs, Arkansas is a small city in northwest Arkansas known for its suburban residential character and proximity to the larger communities of the rapidly growing Benton County region.
-
D.
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.
-
E.
Springtown, Arkansas
Springtown, Arkansas is a small rural town located in Benton County in the northwestern region 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_69d8b9f370b88190b1e5081c2c238e7f |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e517a114c08190af1be1ae52c83b63 |
completed | April 19, 2026, 5:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05c53343988190965132325f97d207 |
completed | May 14, 2026, 12:50 p.m. |
| NEDg | Description generation | batch_6a05c83e002c8190beee1c3fb3c912b1 |
completed | May 14, 2026, 1:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05c8d818f48190b449bb74f4b91c91 |
completed | May 14, 2026, 1:06 p.m. |
Created at: April 10, 2026, 10:46 a.m.