Triple
T7472913
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hot Springs National Park |
E176551
|
entity |
| Predicate | nearestCity |
P350
|
FINISHED |
| Object | 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: Hot Springs, Arkansas | Statement: [Hot Springs National Park, nearestCity, Hot Springs, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hot Springs, Arkansas Context triple: [Hot Springs National Park, nearestCity, 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.
El Dorado, Arkansas
El Dorado, Arkansas is a small city in southern Arkansas known historically for its oil boom and as a regional economic and cultural center within the Ark-La-Tex area.
-
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.
Scott, Arkansas
Scott, Arkansas is a small unincorporated community and census-designated place in central Arkansas known for its agricultural heritage and historic plantations.
-
E.
Woodson, Arkansas
Woodson, Arkansas is an unincorporated community and census-designated place in central Arkansas known for its rural character and proximity to the Little Rock metropolitan area.
- 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_69c83c625a388190bfe9237568ab2005 |
completed | March 28, 2026, 8:38 p.m. |
Created at: March 27, 2026, 3:41 p.m.