← All ideas
Mixed cadenceCivic accountability4 connected sources
Cross-source hypothesis
School Promise Receipt
What can be traced from a school’s stated need to public action?
Connect a school strategy document and reported capacity to a sanitized municipal proposal and possible procurement evidence.
01
Why this pairing matters
The non-obvious connection
Institutional plans, local requests, and spending evidence answer different parts of the same accountability question but rarely link to one another.
02
The demonstration
One visible reveal
Select one school and unfold a receipt containing a quoted plan, capacity row, related idea, tender record, and explicit missing links.
03
Three-hour boundary
The smallest credible version
Two manually reviewed schools and evidence chains. Every relationship is labeled and quotes remain attached to their original source.
04
Claim boundary
What the data cannot establish
Text similarity is not proof that a proposal or tender implements a school plan. Municipal records must be stripped of personal information.
05
Underlying evidence
Open every connected source
PeriodicLive-tested
Education
EMIS schools
Education Management Information System (EMIS), Ministry of Education, Science and Youth of GeorgiaInspect fields and samples →UnknownLive-tested
Education
EMIS first-grade capacity
Education Management Information System (EMIS)Inspect fields and samples →Near real-timeLive-tested
Government
Tbilisi municipal ideas
Municipal Services Development Agency / Tbilisi City Hall clientInspect fields and samples →HistoricalLive-tested
Government
SPA procurement OCDS
State Procurement Agency of GeorgiaInspect fields and samples →06
Shared ingredients