Triple
T13297774
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arkansas Highway 94 |
E316729
|
entity |
| Predicate | locatedInRegion |
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: [Arkansas Highway 94, locatedInRegion, Northwest Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northwest Arkansas Context triple: [Arkansas Highway 94, locatedInRegion, 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.
southwest Arkansas
Southwest Arkansas is a largely rural region of the state known for its forests, lakes, and small towns, with Arkadelphia serving as one of its primary service and economic centers.
-
C.
northeast Arkansas
Northeast Arkansas is a region of the U.S. state of Arkansas centered around cities like Jonesboro, known for its mix of agricultural communities, growing urban centers, and regional economic and cultural influence.
-
D.
Western Arkansas
Western Arkansas is a region of Arkansas that includes the city of Fort Smith and is characterized by its mix of Ozark foothills, river valleys, and historical frontier communities.
-
E.
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.
- 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_69d806b40ab4819094adf6c374f4811a |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d990a2f2708190a8f2aa7e7c0b92d2 |
completed | April 11, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7266832a881909403c4d3cbe1edec |
completed | May 3, 2026, 10:41 a.m. |
Created at: April 9, 2026, 9:28 p.m.