Triple
T12756809
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muldrow, Oklahoma |
E304880
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object | Oklahoma-Arkansas border region |
E986744
|
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: Oklahoma-Arkansas border region | Statement: [Muldrow, Oklahoma, isPartOf, Oklahoma-Arkansas border region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oklahoma-Arkansas border region Context triple: [Muldrow, Oklahoma, isPartOf, Oklahoma-Arkansas border region]
-
A.
Arkansas–Oklahoma border region
chosen
The Arkansas–Oklahoma border region is a bi-state area in the south-central United States where eastern Oklahoma and western Arkansas meet, characterized by shared economic ties, cultural connections, and cross-border communities.
-
B.
Southeastern Oklahoma
Southeastern Oklahoma is a culturally rich and geographically diverse region of the U.S. state of Oklahoma, known for its forested hills, lakes, and strong Native American heritage.
-
C.
Northeastern Oklahoma
Northeastern Oklahoma is a region of Oklahoma known for its rolling green hills, lakes, and a mix of small cities and rural communities in the state's corner bordering Kansas, Missouri, and Arkansas.
-
D.
Arkansas–Texas border
The Arkansas–Texas border is the state boundary in the southern United States where Arkansas and Texas meet, notably running through the twin city area of Texarkana.
-
E.
Arkansas Timberlands region
The Arkansas Timberlands region is a heavily forested area in southern Arkansas known for its timber industry, outdoor recreation, and small rural communities.
- 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_69d7bdf1fcd081909ffb0e0d6fa3a07d |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96d8b57b88190b29b8fdca415c81c |
completed | April 10, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f684f08fac8190b8c480619696bcd1 |
completed | May 2, 2026, 11:12 p.m. |
Created at: April 9, 2026, 5:27 p.m.