Triple
T8108861
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walmart Inc. |
E189293
|
entity |
| Predicate | headquartersLocation |
P62
|
FINISHED |
| Object | Bentonville, Arkansas, United States |
E142799
|
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: Bentonville, Arkansas, United States | Statement: [Walmart Inc., headquartersLocation, Bentonville, Arkansas, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bentonville, Arkansas, United States Context triple: [Walmart Inc., headquartersLocation, Bentonville, Arkansas, United States]
-
A.
Bentonville, Arkansas
chosen
Bentonville, Arkansas is a rapidly growing city in the Ozarks best known as the headquarters of Walmart and a regional hub for business, culture, and outdoor recreation.
-
B.
Fayetteville, Arkansas, United States
Fayetteville, Arkansas, United States is a city in northwest Arkansas known as the home of the University of Arkansas and a regional center for education, culture, and the arts.
-
C.
Springfield, Arkansas, United States
Springfield, Arkansas, United States is a small rural community in central Arkansas known primarily as the birthplace of American character actress Jean Speegle Howard.
-
D.
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.
-
E.
Bryant, Arkansas
Bryant, Arkansas is a growing suburban city in Saline County, part of the Little Rock metropolitan area, known for its family-friendly neighborhoods and convenient access to major transportation routes.
- 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_69ca82b9d5848190a24672775d5c5011 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb42fbc57c81908c6be87bbc547085 |
completed | March 31, 2026, 3:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbe994fc881908a43cfdf9f28753c |
completed | April 1, 2026, 6:43 a.m. |
Created at: March 30, 2026, 5:32 p.m.