Triple
T14744349
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Census Bureau places in Oklahoma |
E346427
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
United States Census Bureau places in Arkansas
United States Census Bureau places in Arkansas are officially designated geographic areas within the state of Arkansas that the U.S. Census Bureau uses for collecting, organizing, and reporting demographic and statistical data.
|
E1117119
|
NE FINISHED |
How this triple was built (4 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: United States Census Bureau places in Arkansas | Statement: [United States Census Bureau places in Oklahoma, relatedTo, United States Census Bureau places in Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau places in Arkansas Context triple: [United States Census Bureau places in Oklahoma, relatedTo, United States Census Bureau places in Arkansas]
-
A.
Arkansas County, Arkansas
Arkansas County, Arkansas is a historically significant county in the east-central part of the state, known for being one of Arkansas’s original counties and for its rich agricultural and wetland landscapes along the Arkansas River and Mississippi Flyway.
-
B.
District of Arkansas
The District of Arkansas was a Confederate military administrative region in Arkansas during the American Civil War, operating under the larger Army of the Trans-Mississippi.
-
C.
southern Arkansas
Southern Arkansas is a region of the U.S. state of Arkansas known for its small cities, pine forests, and proximity to the Louisiana border.
-
D.
Central Arkansas
Central Arkansas is a region in the middle of the state that includes the Little Rock metropolitan area and serves as a major population, economic, and cultural center.
-
E.
Wabbaseka, Arkansas, United States
Wabbaseka, Arkansas, United States is a small rural town best known as the birthplace of civil rights activist and writer Eldridge Cleaver.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: United States Census Bureau places in Arkansas Triple: [United States Census Bureau places in Oklahoma, relatedTo, United States Census Bureau places in Arkansas]
Generated description
United States Census Bureau places in Arkansas are officially designated geographic areas within the state of Arkansas that the U.S. Census Bureau uses for collecting, organizing, and reporting demographic and statistical data.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau places in Arkansas Target entity description: United States Census Bureau places in Arkansas are officially designated geographic areas within the state of Arkansas that the U.S. Census Bureau uses for collecting, organizing, and reporting demographic and statistical data.
-
A.
Arkansas County, Arkansas
Arkansas County, Arkansas is a historically significant county in the east-central part of the state, known for being one of Arkansas’s original counties and for its rich agricultural and wetland landscapes along the Arkansas River and Mississippi Flyway.
-
B.
District of Arkansas
The District of Arkansas was a Confederate military administrative region in Arkansas during the American Civil War, operating under the larger Army of the Trans-Mississippi.
-
C.
southern Arkansas
Southern Arkansas is a region of the U.S. state of Arkansas known for its small cities, pine forests, and proximity to the Louisiana border.
-
D.
Central Arkansas
Central Arkansas is a region in the middle of the state that includes the Little Rock metropolitan area and serves as a major population, economic, and cultural center.
-
E.
Wabbaseka, Arkansas, United States
Wabbaseka, Arkansas, United States is a small rural town best known as the birthplace of civil rights activist and writer Eldridge Cleaver.
- F. None of above. chosen
Provenance (5 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_69d822e6f1c88190bc494d491a907114 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dec7d002708190a32a4a45e96fc389 |
completed | April 14, 2026, 11:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdfb9638648190a2a3eb255ec5ae28 |
completed | May 8, 2026, 3:04 p.m. |
| NEDg | Description generation | batch_69fdfe5f00b08190ba44acd2eed94333 |
completed | May 8, 2026, 3:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdff32e0a48190acc14ceccea3df17 |
completed | May 8, 2026, 3:20 p.m. |
Created at: April 10, 2026, 1:30 a.m.