Independent Research Demonstration — Not Client Work

AI Browsing Benchmark Research Challenge: Identifying a Ghanaian Local Authority

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
Independent research demonstration
Difficulty
Intermediate Demonstration
Status
Verified — search shortcuts disclosed
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.
S1VerifiedPrimary 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
S2Verified

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
S3Verified

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
S4VerifiedPrimary 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
S5VerifiedPrimary 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

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.

Section 07

Search-validation record

Each query was run to test whether the challenge could be short-circuited.
Search IDSearch querySearch typeResultAnswer exposed?Research note
S01Volta Region district created 2018Broad searchMultiple possible districtsNoToo broad to identify one authority.
S02Ghana district inaugurated 19 February 2019Date searchSeveral reports about newly created districtsPartially verifiedThe date reduces the candidate pool but does not independently prove the answer.
S03LI 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.
S04district carved out of Keta MunicipalityAdministrative-history searchAnloga District appears directlyYesThis clue is too searchable when used alone.
S05site:statsghana.gov.gh Anloga 2021 populationGovernment-domain searchCensus-related recordsNoConfirms the population clue after a candidate has been identified.

Section 08

Benchmark assessment

Intermediate DemonstrationNeeds Hardening

The challenge successfully demonstrates multi-source verification and evidence-chain documentation. Validation testing also revealed two direct-search shortcuts. A production benchmark would need to paraphrase or replace those clues before release.

Section 09

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 10

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 11

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",
  "project_type": "independent_research_demonstration",
  "client_work": false,
  "domain": "public_records_and_administrative_history",
  "difficulty": "intermediate",
  "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 12

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.