Triple
T8949340
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cumberland Township, Pennsylvania |
E213303
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object |
United States Census Bureau minor civil division system
The United States Census Bureau minor civil division system is a framework used by the Census Bureau to categorize and organize sub-county governmental and administrative units, such as townships and other local jurisdictions, for statistical and data-collection purposes.
|
E768307
|
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 minor civil division system | Statement: [Cumberland Township, Pennsylvania, isPartOf, United States Census Bureau minor civil division system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau minor civil division system Context triple: [Cumberland Township, Pennsylvania, isPartOf, United States Census Bureau minor civil division system]
-
A.
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.
-
B.
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.
-
C.
United States Census Bureau West South Central division
The United States Census Bureau West South Central division is a U.S. census region that includes the states of Arkansas, Louisiana, Oklahoma, and Texas for statistical and demographic analysis.
-
D.
United States Census Bureau East South Central division
The United States Census Bureau East South Central division is a U.S. Census-defined region that includes the states of Alabama, Kentucky, Mississippi, and Tennessee for statistical and demographic analysis.
-
E.
Census Code
The Census Code is the body of U.S. federal law that governs the collection, confidentiality, and publication of national statistical and census data.
- 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 minor civil division system Triple: [Cumberland Township, Pennsylvania, isPartOf, United States Census Bureau minor civil division system]
Generated description
The United States Census Bureau minor civil division system is a framework used by the Census Bureau to categorize and organize sub-county governmental and administrative units, such as townships and other local jurisdictions, for statistical and data-collection purposes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau minor civil division system Target entity description: The United States Census Bureau minor civil division system is a framework used by the Census Bureau to categorize and organize sub-county governmental and administrative units, such as townships and other local jurisdictions, for statistical and data-collection purposes.
-
A.
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.
-
B.
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.
-
C.
United States Census Bureau West South Central division
The United States Census Bureau West South Central division is a U.S. census region that includes the states of Arkansas, Louisiana, Oklahoma, and Texas for statistical and demographic analysis.
-
D.
United States Census Bureau East South Central division
The United States Census Bureau East South Central division is a U.S. Census-defined region that includes the states of Alabama, Kentucky, Mississippi, and Tennessee for statistical and demographic analysis.
-
E.
Census Code
The Census Code is the body of U.S. federal law that governs the collection, confidentiality, and publication of national statistical and census data.
- 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_69ca839843408190a39069a029a89f15 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc670b5f50819080f1c73992fe5281 |
completed | April 1, 2026, 12:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc206550c8190abf016f25b14fa64 |
completed | April 3, 2026, 1:35 p.m. |
| NEDg | Description generation | batch_69cfc3f170a08190a2cab07eb280ee3b |
completed | April 3, 2026, 1:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfc476204481909f0baaf400483f33 |
completed | April 3, 2026, 1:45 p.m. |
Created at: March 30, 2026, 6:59 p.m.