F1 · Establishment
The Anloga District Assembly states that it was established through Legislative Instrument L.I. 2372 of 2018.
Independent Research Case Study
This independent research project demonstrates how a short, objectively verifiable answer can be hidden behind clues involving legislation, administrative history, geography, dates and census information. Solving the challenge requires connecting evidence from local government, district-information and statistical sources.
Section 01
Identify the local authority in Ghana's Volta Region that satisfies all these conditions:
What is the local authority?
Section 02
Answer
Anloga District Assembly
Accepted variations
Not accepted
Section 03
F1 · Establishment
The Anloga District Assembly states that it was established through Legislative Instrument L.I. 2372 of 2018.
F2 · Inauguration
The Assembly states that the district was inaugurated on 19 February 2019.
F3 · Administrative origin
District information records state that Anloga was carved out of Keta Municipality.
F4 · Location
The district is situated in the southeastern part of Ghana's Volta Region.
F5 · Administrative capital
The district's administrative capital is Anloga.
F6 · Regional classification
Anloga is one of the 18 administrative districts of the Volta Region.
F7 · Population
The recorded 2021 population is 94,895.
Section 04
| ID | Fact type | Clue | Constraint | Source | Status |
|---|---|---|---|---|---|
| C01 | Administrative history | The authority was separated from a municipality whose administrative capital carries the same name as that municipality. | Points to Keta Municipality without naming the target district. | Ghana Districts; Ministry of Finance composite budget | VerifiedSearch Shortcut |
| C02 | Legislation | Its establishment instrument was numbered 2372 and issued in 2018. | Fixes the legal basis and the year of creation. | Anloga District Assembly; Ghana Districts; Open Government Partnership | VerifiedSearch Shortcut |
| C03 | Date | The authority was inaugurated on 19 February of the year following its instrument. | Separates creation in law from inauguration in practice. | Anloga District Assembly; Open Government Partnership | Verified |
| C04 | Place | Its administrative capital has the same name as the authority itself. | Removes districts whose capital carries a different name. | Ghana Districts; Open Government Partnership | Verified |
| C05 | Region | The district lies in the southeastern part of the Volta Region and is one of its 18 districts. | Confines the search to one region and one administrative set. | Ghana Districts; Open Government Partnership | Verified |
| C06 | Statistics | Ghana's 2021 Population and Housing Census recorded a district population of 94,895. | Provides an independent numeric confirmation of the candidate. | Ghana Statistical Service | Verified |
Section 05
Section 06
The legislative-instrument clue identifies local authorities created under L.I. 2372.
The establishment and inauguration dates narrow the search to a district created in 2018 and inaugurated in February 2019.
The administrative-history clue connects the target to Keta Municipality.
The capital-name clue identifies Anloga as both the district and its administrative capital.
The regional and census clues confirm that the answer is Anloga District Assembly.
The legislative instrument and inauguration date identify a district created during Ghana’s local-government reorganisation. The administrative-history evidence connects the district to Keta Municipality. The location evidence limits it to the Volta Region, while the capital-name clue confirms Anloga. The independent sources therefore converge on Anloga District Assembly.
Section 07
Filters apply to the table below and to both exports, so a CSV or JSON download contains exactly the rows shown. All five searches were logged on 2026-09-04.
Showing 5 of 5 logged searches.
| Search ID | Date | Claim tested | Search query | Search type | Result | Answer exposed? | Research note |
|---|---|---|---|---|---|---|---|
| S01 | 2026-09-04 | C05 | Volta Region district created 2018 | Broad search | Multiple possible districts | No | Too broad to identify one authority. |
| S02 | 2026-09-04 | C03 | Ghana district inaugurated 19 February 2019 | Date search | Several reports about newly created districts | Partially verified | The date reduces the candidate pool but does not independently prove the answer. |
| S03 | 2026-09-04 | C02 | LI 2372 Ghana district | Legislative-record search | Results identify Anloga District | Yes | This query is an accidental shortcut. Do not include the legislative-instrument number verbatim in a future harder version of the challenge. |
| S04 | 2026-09-04 | C01 | district carved out of Keta Municipality | Administrative-history search | Anloga District appears directly | Yes | This clue is too searchable when used alone. |
| S05 | 2026-09-04 | C06 | site:statsghana.gov.gh Anloga 2021 population | Government-domain search | Census-related records | No | Confirms the population clue after a candidate has been identified. |
Section 08
The Anloga District Assembly states that it was established through Legislative Instrument L.I. 2372 of 2018.
About Us — Anloga District Assembly
Anloga District Assembly
View sourceAnloga Municipal
Ghana Districts
View sourceAction Plan — Anloga District, Ghana, 2023–2027
Open Government Partnership
View source2026–2029 Composite Budget — Anloga District Assembly
Ministry of Finance, Ghana
View source| ID | Date | Query | Result | Answer exposed |
|---|---|---|---|---|
| S03 | 2026-09-04 | LI 2372 Ghana districtThis query is an accidental shortcut. Do not include the legislative-instrument number verbatim in a future harder version of the challenge. | Results identify Anloga District | Search Shortcut |
Which clue a claim belongs to is my own mapping. Source wording, verification status and search results are recorded exactly as checked.
Section 09
The case study successfully demonstrates source discovery, triangulation, evidence documentation and search validation. Testing also revealed that two clues expose the answer through direct searches. A production-level benchmark would need to paraphrase or replace those clues before release. No claim is made that this question defeated any AI system.
Section 10
Searching the legislative-instrument number reveals the answer directly. A harder version would describe the instrument without quoting its number.
Searching the phrase about being carved out of Keta Municipality can reveal the answer. A harder version would paraphrase the origin or replace it with a non-verbatim constraint.
Section 11
Section 12
{
"challenge_id": "AIBRC-001",
"title": "Identifying a Ghanaian Local Authority Through Administrative Records",
"project_type": "independent_research_case_study",
"client_work": false,
"domain": "public_records_and_administrative_history",
"difficulty": "intermediate_demonstration",
"question": "Identify the Ghanaian local authority described by the administrative, legislative, geographic and census clues.",
"correct_answer": "Anloga District Assembly",
"accepted_answers": [
"Anloga District",
"Anloga District Assembly",
"Anloga Municipal",
"Anloga Municipal Assembly"
],
"validation_status": "verified_with_search_shortcuts_identified",
"primary_source_confirmed": true,
"limitations": [
"Searching the legislative-instrument number reveals the answer directly.",
"Searching the phrase about being carved out of Keta Municipality can reveal the answer."
],
"researcher": {
"name": "Theophilus Morkporkpor Kudzordzi",
"portfolio": "https://theophilusmorkporkpor.lovable.app",
"email": "tkudjordjie@gmail.com"
}
}Section 13
I build browsing benchmarks, verify facts against primary records and document the evidence chain so the result can be re-checked by someone else.