Triple
T15013940
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jefferson County, Arkansas |
E377908
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Sulphur Springs, Jefferson County, Arkansas
Sulphur Springs is a small unincorporated community located within Jefferson County in the state of Arkansas, United States.
|
E1132456
|
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: Sulphur Springs, Jefferson County, Arkansas | Statement: [Jefferson County, Arkansas, contains, Sulphur Springs, Jefferson County, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sulphur Springs, Jefferson County, Arkansas Context triple: [Jefferson County, Arkansas, contains, Sulphur Springs, Jefferson County, Arkansas]
-
A.
Sulphur Springs, Arkansas
Sulphur Springs, Arkansas is a small city in northwestern Arkansas known historically as a mineral-springs resort community.
-
B.
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.
-
C.
Red Sulphur Springs, Tennessee
Red Sulphur Springs, Tennessee is an unincorporated community in Hardin County known historically for its mineral springs and rural setting.
-
D.
Hot Springs, Arkansas, United States
Hot Springs, Arkansas, United States is a historic resort city known for its natural thermal springs, bathhouses, and scenic location in the Ouachita Mountains.
-
E.
Siloam Springs, Arkansas
Siloam Springs, Arkansas is a small city in northwestern Arkansas known for its historic downtown, natural springs, and proximity to the Oklahoma border.
- 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: Sulphur Springs, Jefferson County, Arkansas Triple: [Jefferson County, Arkansas, contains, Sulphur Springs, Jefferson County, Arkansas]
Generated description
Sulphur Springs is a small unincorporated community located within Jefferson County in the state of Arkansas, United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sulphur Springs, Jefferson County, Arkansas Target entity description: Sulphur Springs is a small unincorporated community located within Jefferson County in the state of Arkansas, United States.
-
A.
Sulphur Springs, Arkansas
Sulphur Springs, Arkansas is a small city in northwestern Arkansas known historically as a mineral-springs resort community.
-
B.
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.
-
C.
Red Sulphur Springs, Tennessee
Red Sulphur Springs, Tennessee is an unincorporated community in Hardin County known historically for its mineral springs and rural setting.
-
D.
Hot Springs, Arkansas, United States
Hot Springs, Arkansas, United States is a historic resort city known for its natural thermal springs, bathhouses, and scenic location in the Ouachita Mountains.
-
E.
Siloam Springs, Arkansas
Siloam Springs, Arkansas is a small city in northwestern Arkansas known for its historic downtown, natural springs, and proximity to the Oklahoma border.
- 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_69d85cd3a3c881908c71fc424d459c17 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded7623c3c819092ca36b358b01842 |
completed | April 15, 2026, 12:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe96aa3c888190a65e7b3c3b130131 |
completed | May 9, 2026, 2:06 a.m. |
| NEDg | Description generation | batch_69fe97af0a0c8190bca3ea103d05fd99 |
completed | May 9, 2026, 2:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe98b18ab48190b2a47418904e6643 |
completed | May 9, 2026, 2:15 a.m. |
Created at: April 10, 2026, 2:55 a.m.