Self-Directed Portfolio Research — Not Client Work

Independent Research Case Study

Identifying a Ghanaian Local Authority Through Administrative Records

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.

Role
Researcher and Benchmark Designer
Project type
Self-directed portfolio research — not client work
Difficulty
Intermediate Demonstration
Status
Verified — search shortcuts disclosed
Published
4 September 2026
Press version & PDF Contact researcher

Section 01

Research question

The question is fixed in advance and answered by one authority only.

Identify the local authority in Ghana's Volta Region that satisfies all these conditions:

  1. 1.It was separated from a municipality whose administrative capital shares its name with that municipality.
  2. 2.Its establishment instrument was numbered 2372 and issued in 2018.
  3. 3.It was inaugurated on 19 February of the following year.
  4. 4.Its administrative capital has the same name as the local authority.
  5. 5.Ghana's 2021 Population and Housing Census recorded a population of 94,895 for the district.

What is the local authority?

Section 02

Correct answer

Answer

Anloga District Assembly

Accepted variations

  • Anloga District
  • Anloga District Assembly
  • Anloga Municipal
  • Anloga Municipal Assembly

Not accepted

  • Keta Municipal Assembly
  • Anlo District Council
  • Volta Regional Coordinating Council

Section 03

Research findings

Each finding is attributed to the record that states it.

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

Clue matrix

Every clue is independently checkable. Clues that proved directly searchable during validation are flagged.
IDFact typeClueConstraintSourceStatus
C01Administrative historyThe 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
C02LegislationIts 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
C03DateThe 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
C04PlaceIts administrative capital has the same name as the authority itself.Removes districts whose capital carries a different name.Ghana Districts; Open Government Partnership
Verified
C05RegionThe 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
C06StatisticsGhana'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

Evidence sources

Only sources actually consulted for this challenge are listed.
S1Primary Source

About Us — Anloga District Assembly

Institution
Anloga District Assembly
Source type
Primary local-government source
Claim supported
The Assembly was established by L.I. 2372 of 2018 and inaugurated on 19 February 2019.
Reliability
High
Verification
Verified — Claim read directly on the Assembly’s own page and matched by two independent sources.
View source Verified
S2

Anloga Municipal

Institution
Ghana Districts
Source type
Government-focused district information portal
Claim supported
Anloga was carved out of Keta Municipality, was established under L.I. 2372, has Anloga as its capital and is in the southeastern part of the Volta Region.
Reliability
High
Verification
Verified — Creation instrument, capital and parent municipality all corroborated by the Assembly and the Ministry of Finance.
View source Verified
S3

Action Plan — Anloga District, Ghana, 2023–2027

Institution
Open Government Partnership
Source type
Institutional planning document
Claim supported
Anloga is one of the Volta Region's 18 administrative districts; its capital is Anloga; it was established under L.I. 2372 of 2018 and inaugurated on 19 February 2019.
Reliability
High
Verification
Verified — Establishment and inauguration details match the Assembly’s own account.
View source Verified
S4Primary Source

2026–2029 Composite Budget — Anloga District Assembly

Institution
Ministry of Finance, Ghana
Source type
Government PDF
Claim supported
The district was carved out of Keta Municipality and established through L.I. 2372 of 2018.
Reliability
High
Verification
Verified — Government budget document restates the instrument and the parent municipality.
View source Verified
S5Primary Source

2021 Population and Housing Census

Institution
Ghana Statistical Service
Source type
Government census record
Claim supported
The district's 2021 population was 94,895.
Reliability
High
Verification
Partially verified — The 2021 population figure was taken from the census portal’s district reporting rather than from a downloaded district data table, so the exact figure is confirmed at portal level only.

Section 06

Evidence chain

How the clues narrow to one authority.
  1. 01

    The legislative-instrument clue identifies local authorities created under L.I. 2372.

  2. 02

    The establishment and inauguration dates narrow the search to a district created in 2018 and inaugurated in February 2019.

  3. 03

    The administrative-history clue connects the target to Keta Municipality.

  4. 04

    The capital-name clue identifies Anloga as both the district and its administrative capital.

  5. 05

    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

Search-validation record

Each query was run to test whether the challenge could be short-circuited.

Filter the search log

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 IDDateClaim testedSearch querySearch typeResultAnswer exposed?Research note
S012026-09-04C05Volta Region district created 2018Broad searchMultiple possible districtsNoToo broad to identify one authority.
S022026-09-04C03Ghana district inaugurated 19 February 2019Date searchSeveral reports about newly created districtsPartially verifiedThe date reduces the candidate pool but does not independently prove the answer.
S032026-09-04C02LI 2372 Ghana districtLegislative-record searchResults identify Anloga DistrictYesThis query is an accidental shortcut. Do not include the legislative-instrument number verbatim in a future harder version of the challenge.
S042026-09-04C01district carved out of Keta MunicipalityAdministrative-history searchAnloga District appears directlyYesThis clue is too searchable when used alone.
S052026-09-04C06site:statsghana.gov.gh Anloga 2021 populationGovernment-domain searchCensus-related recordsNoConfirms the population clue after a candidate has been identified.

Section 08

Evidence-chain view

Select a claim to follow it through to the sources it rests on, the steps taken to verify it, and the searches recorded against it.
F1Verified

The Anloga District Assembly states that it was established through Legislative Instrument L.I. 2372 of 2018.

Step 1 — Primary sources

  • S1Verified

    About Us — Anloga District Assembly

    Anloga District Assembly

    View source
  • S2Verified

    Anloga Municipal

    Ghana Districts

    View source
  • S3Verified

    Action Plan — Anloga District, Ghana, 2023–2027

    Open Government Partnership

    View source
  • S4Verified

    2026–2029 Composite Budget — Anloga District Assembly

    Ministry of Finance, Ghana

    View source

Step 2 — Verification steps

  1. 01Opened the Assembly's own About Us page and read the instrument number and year.
  2. 02Checked the same instrument number on the Ghana Districts district page.
  3. 03Confirmed it again in the Ministry of Finance composite budget PDF and the Open Government Partnership action plan.

Step 3 — Related search-log entries

IDDateQueryResultAnswer exposed
S032026-09-04LI 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 DistrictSearch 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

Benchmark assessment

Intermediate DemonstrationNeeds Hardening

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

Limitations and improvements

Disclosed openly rather than hidden, because they affect how the benchmark should be used.

Shortcut 1 — legislative number

Searching the legislative-instrument number reveals the answer directly. A harder version would describe the instrument without quoting its number.

Shortcut 2 — administrative origin

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

Skills and tools

Skills demonstrated

  • Open-web research
  • Government-record research
  • Institutional-source research
  • Fact-checking
  • Source triangulation
  • Search-query testing
  • Evidence-chain construction
  • Administrative-history research
  • Census-data research
  • Research documentation
  • Benchmark quality assessment
  • JSON preparation

Tools used

  • Google Search
  • Advanced search operators
  • Ghana government websites
  • Ghana Statistical Service
  • Ghana Districts
  • Open Government Partnership
  • Government PDF documents
  • Browser search
  • Spreadsheet-style evidence logs
  • JSON

Section 12

Machine-readable record

The same benchmark, as valid JSON for reuse in an evaluation set.
{
  "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

Work with me

I build browsing benchmarks, verify facts against primary records and document the evidence chain so the result can be re-checked by someone else.