Triple
T14720685
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rural America |
E345803
|
entity |
| Predicate | definedBy |
P773
|
FINISHED |
| Object |
U.S. Census Bureau rural-urban classifications
U.S. Census Bureau rural-urban classifications are official statistical categories that distinguish urban and rural areas across the United States for demographic, economic, and policy analysis.
|
E103547
|
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: U.S. Census Bureau rural-urban classifications | Statement: [Rural America, definedBy, U.S. Census Bureau rural-urban classifications]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Census Bureau rural-urban classifications Context triple: [Rural America, definedBy, U.S. Census Bureau rural-urban classifications]
-
A.
Statistical Atlas of the United States
Statistical Atlas of the United States is a landmark 19th-century cartographic and statistical reference work that visually presents comprehensive demographic, economic, and geographic data about the United States.
-
B.
U.S. Census Bureau regions and divisions
U.S. Census Bureau regions and divisions are a standardized geographic classification system that groups U.S. states into larger regions and smaller divisions for statistical and analytical purposes.
-
C.
United States Census Bureau designated areas
United States Census Bureau designated areas are specific geographic regions defined by the Census Bureau for the purpose of collecting, analyzing, and publishing statistical data about the population and economy.
-
D.
United States Census Bureau county divisions
United States Census Bureau county divisions are standardized geographic subdivisions used by the Census Bureau to collect, organize, and report demographic and statistical data within U.S. counties.
-
E.
MARC Geographic Areas
MARC Geographic Areas is a standardized code list used in library cataloging to represent geographic locations in MARC records.
- 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: U.S. Census Bureau rural-urban classifications Triple: [Rural America, definedBy, U.S. Census Bureau rural-urban classifications]
Generated description
U.S. Census Bureau rural-urban classifications are official statistical categories that distinguish urban and rural areas across the United States for demographic, economic, and policy analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Census Bureau rural-urban classifications Target entity description: U.S. Census Bureau rural-urban classifications are official statistical categories that distinguish urban and rural areas across the United States for demographic, economic, and policy analysis.
-
A.
Statistical Atlas of the United States
Statistical Atlas of the United States is a landmark 19th-century cartographic and statistical reference work that visually presents comprehensive demographic, economic, and geographic data about the United States.
-
B.
U.S. Census Bureau regions and divisions
U.S. Census Bureau regions and divisions are a standardized geographic classification system that groups U.S. states into larger regions and smaller divisions for statistical and analytical purposes.
-
C.
United States Census Bureau designated areas
chosen
United States Census Bureau designated areas are specific geographic regions defined by the Census Bureau for the purpose of collecting, analyzing, and publishing statistical data about the population and economy.
-
D.
United States Census Bureau county divisions
United States Census Bureau county divisions are standardized geographic subdivisions used by the Census Bureau to collect, organize, and report demographic and statistical data within U.S. counties.
-
E.
MARC Geographic Areas
MARC Geographic Areas is a standardized code list used in library cataloging to represent geographic locations in MARC records.
- F. None of above.
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_69d822e5911c8190ba589f957dbd9ba7 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dec25d56fc8190871873ca55d49272 |
completed | April 14, 2026, 10:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdf0957bb081908f1f382f3be8ec20 |
completed | May 8, 2026, 2:17 p.m. |
| NEDg | Description generation | batch_69fdf440a03c8190886119ab3c8ab610 |
completed | May 8, 2026, 2:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdf4f2acbc8190b51ee456093a2813 |
completed | May 8, 2026, 2:36 p.m. |
Created at: April 10, 2026, 1:29 a.m.