Triple
T17444521
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robots and Jobs: Evidence from US Labor Markets |
E424745
|
entity |
| Predicate | dataSource |
P409
|
FINISHED |
| Object | US Census data |
—
|
NE NERFINISHED |
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: US Census data | Statement: [Robots and Jobs: Evidence from US Labor Markets, dataSource, US Census data]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: US Census data Context triple: [Robots and Jobs: Evidence from US Labor Markets, dataSource, US Census data]
-
A.
United States Census data
chosen
United States Census data is the official, regularly collected statistical information on the population, housing, and demographics of the United States, used for research, policy-making, and resource allocation.
-
B.
data.census.gov
data.census.gov is the U.S. Census Bureau’s primary online platform for accessing and exploring official demographic, economic, and geographic data, including information on places in Michigan.
-
C.
American Community Survey
The American Community Survey is an ongoing nationwide survey conducted by the U.S. Census Bureau that provides detailed annual demographic, social, economic, and housing data about the U.S. population.
-
D.
Bureau of the Census
The Bureau of the Census is the principal U.S. federal agency responsible for collecting, analyzing, and disseminating population and economic data, including conducting the decennial national census.
-
E.
Current Population Survey
The Current Population Survey is a monthly U.S. household survey conducted by the Census Bureau and Bureau of Labor Statistics that provides key labor force statistics such as unemployment and employment levels.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d889db0ba481908402409af3b37917 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e44ffa2d84819086474649eba1065c |
completed | April 19, 2026, 3:46 a.m. |
Created at: April 10, 2026, 5:47 a.m.