Triple
T7472884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hot Springs National Park |
E176551
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | city of Hot Springs, Arkansas |
E244307
|
NE FINISHED |
How this triple was built (2 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: city of Hot Springs, Arkansas | Statement: [Hot Springs National Park, locatedIn, city of Hot Springs, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: city of Hot Springs, Arkansas Context triple: [Hot Springs National Park, locatedIn, city of Hot Springs, Arkansas]
-
A.
Hot Springs, Arkansas, United States
chosen
Hot Springs, Arkansas, United States is a historic resort city known for its natural thermal springs, bathhouses, and scenic location in the Ouachita Mountains.
-
B.
Fort Smith, Arkansas
Fort Smith, Arkansas is a historic city in western Arkansas known for its 19th-century military fort, frontier heritage, and role as a key regional center near the Oklahoma border.
-
C.
Blytheville, Arkansas
Blytheville, Arkansas is a small city in northeastern Arkansas near the Mississippi River, historically known for its agricultural economy and later for its role as a regional industrial and transportation hub.
-
D.
Pine Bluff, Arkansas
Pine Bluff, Arkansas is a small city in southeast Arkansas known as an industrial and research hub, including nearby federal scientific and toxicological facilities.
-
E.
Mountain Home, Arkansas
Mountain Home, Arkansas is a small city in the Ozark Mountains known as a regional hub for outdoor recreation, particularly fishing and boating on nearby lakes and rivers.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c69f223fd88190b4c69b95d7cbeeda |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f416d018819098275cc51d8def3f |
completed | March 27, 2026, 9:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83480a40c8190a7ae3e08022735a1 |
completed | March 28, 2026, 8:05 p.m. |
Created at: March 27, 2026, 3:41 p.m.