Triple
T3509299
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Arkansas |
E74155
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | Northwest Arkansas |
E186108
|
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: Northwest Arkansas | Statement: [University of Arkansas, region, Northwest Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northwest Arkansas Context triple: [University of Arkansas, region, Northwest Arkansas]
-
A.
Northern Arkansas
Northern Arkansas is a region of Arkansas characterized by its Ozark Mountains, rural landscapes, and cultural ties that overlap both Southern and Upper South traditions.
-
B.
Northwestern Arkansas
chosen
Northwestern Arkansas is a rapidly growing region of Arkansas known for its strong economy, major corporate headquarters like Walmart, and its role as a commercial and cultural hub of the Ozarks.
-
C.
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.
-
D.
Northwest Missouri
Northwest Missouri is a region of the U.S. state of Missouri encompassing its northwestern counties, including the city of St. Joseph, and is characterized by its agricultural landscape and small to mid-sized communities.
-
E.
Northeastern Missouri
Northeastern Missouri is a predominantly rural region of Missouri known for its small towns, agricultural landscape, and location along the Mississippi River.
- 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_69ad85ce7a9c81909ddc5cf0cb67a6e3 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbc0cc394819087a9b598023f4f93 |
completed | March 8, 2026, 6:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b373e3cd808190807d4acae2942a9d |
completed | March 13, 2026, 2:18 a.m. |
Created at: March 8, 2026, 3:18 p.m.