Triple
T7890056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamburg, Arkansas |
E183204
|
entity |
| Predicate | ISO3166-2 |
P189
|
FINISHED |
| Object | US-AR |
E32572
|
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: US-AR | Statement: [Hamburg, Arkansas, ISO3166-2, US-AR]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: US-AR Context triple: [Hamburg, Arkansas, ISO3166-2, US-AR]
-
A.
Tennessee and Arkansas
Tennessee and Arkansas are neighboring U.S. states in the South whose shared boundary is largely defined by the Mississippi River.
-
B.
Arkansas
chosen
Arkansas is a landlocked state in the southern United States known for its diverse geography, including the Ozark and Ouachita Mountains, forests, and fertile plains.
-
C.
US-MS
US-MS is the ISO 3166-2 code representing the U.S. state of Mississippi.
-
D.
Ark-La-Tex
Ark-La-Tex is a socio-economic and cultural region in the south-central United States where Arkansas, Louisiana, Texas, and sometimes Oklahoma meet, known for its shared history, economy, and media markets.
-
E.
England, Arkansas
England, Arkansas is a small city in central Arkansas known for its agricultural surroundings and location within the Little Rock–North Little Rock–Conway 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_69ca828c474c8190a254d6499871eaff |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb39ecb700819091c1bdfa95349d36 |
completed | March 31, 2026, 3:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5b9f47cc8190a6f9fc087010ad96 |
completed | March 31, 2026, 5:29 a.m. |
Created at: March 30, 2026, 5 p.m.