Independent Demonstration Project — Not Client Work

Web research • AI evaluation • Benchmark design

Scientific Record Benchmark

A science question where the discovery, the publication and the prize all carry different dates.

Popular accounts of a scientific result collapse the laboratory work, the paper and the award into a single moment. This benchmark asks only for the date the issue carrying the paper was published, which is recorded by the publisher and can be cross-checked against the two companion papers in the same issue.

View Research Challenge Read the research note
PDFGOVARCHDBEVIDENCE CHAINVERIFIED ANSWER
Role
Researcher and Benchmark Designer
Project type
Independent Demonstration
Status
Complete and verified
Domain
Science and publishing

Project Overview

Frontier AI browsing systems can answer many questions by locating obvious keywords or matching information from highly ranked webpages. This project explores how to construct a research question that cannot be solved through a single search. The answer must remain short, stable and objectively verifiable, while the clues require the researcher to connect different people, dates, places, organisations, publications, events, records and quantities.

Research Goal

Design one difficult but fair browsing challenge.

Required Answer

A short, stable and objectively verifiable fact.

Evidence Standard

Every clue must be independently supported by reliable evidence.

Final Deliverable

A question, answer, clue set, source trail, validation log and JSON record.

AIBRC-008

The Research Challenge

Challenge ID
AIBRC-008
Research domain
Science and Publication Records
Difficulty level
Advanced
Date created
4 September 2026
Last verified
4 September 2026
Expected answer type
Short text
Research question
A paper barely a page long, printed on pages 737-738 of volume 171 of a weekly British science journal in the spring of 1953, proposed a two-chain helix whose chains run in opposite directions; its two authors shared a Nobel Prize nine years later. On what date was that issue published?
Correct answer
25 April 1953
Answer-normalisation rules
Case-insensitive; punctuation ignored. Accepted variations: 25 April 1953; April 25, 1953; 25/04/1953; 1953-04-25.
Confidence level
High - stated on the publisher's own record of the article
Challenge status
Complete and verified

Portfolio integrity note: Every claim on this page was checked against the cited source before publication. No source, quotation, locator or search result is invented; where a detail could not be verified directly it is described rather than quoted.

Research Method

  1. Step 1Establish the Answer

    Begin with a stable fact that can be confirmed through a reliable primary or authoritative source. Record the exact wording, document title, issuing organisation and publication date.

  2. Step 2Build Independent Clues

    Develop clues involving different fact types, including dates, people, places, organisations, works, events, records and quantities. Each clue must be independently checkable.

  3. Step 3Test Discoverability

    Run obvious, broad and targeted search queries. Record the results to identify accidental shortcuts, direct answer leakage and misleading pages.

  4. Step 4Construct the Evidence Chain

    Explain how each source supports a specific clue and how the clues logically combine to identify one answer.

  5. Step 5Validate and Package

    Recheck every source, confirm answer uniqueness, document limitations and export the completed benchmark record in a consistent JSON format.

Clue Matrix

Each clue constrains the answer from a different direction. No single row is sufficient on its own, and every row can be checked against a source another researcher can reach.

Verified clue set

Statuses are editable so the matrix can be worked through row by row. Scroll sideways on small screens.

Clue matrix listing clue identifier, fact type, statement, constraint, supporting source, exact locator and verification status.
Clue IDFact typeClue statementConstraintSupporting sourceExact locatorVerification status
C01DocumentThe paper is barely one page long and appeared in a weekly British science journal, on pages 737-738 of volume 171.Fixes the journal, volume and pagination without naming the paper or its date.Nature — article record for 171:737Citation block (volume, pages)
Verified
C02PersonIts two authors shared a Nobel Prize in Physiology or Medicine nine years later with a third scientist based at a different institution.Fixes the authors and the 1962 prize, which is a decoy date rather than the answer.The Nobel Prize — Physiology or Medicine 1962Summary page, laureates and citation
Verified
C03SubjectThe structure proposed is a two-chain helix with the chains running in opposite directions around a common axis.Identifies the content without using the phrase used in every popular retelling.Nature — article record for 171:737Article title and abstract text
Verified
C04Publication contextTwo supporting experimental papers by other groups appear in the same issue, one of them beginning on page 740.Confirms the issue rather than only the article, so the date asked for is the issue date.Science History Institute — biography page citationsCitation list: Nature 171 (1953): 737, 738, 740
Verified
C05YearThe issue appeared in the spring of 1953.Narrows the search window without giving the month.Nature — article record for 171:737Publication line
Verified

Evidence Records

Each card records a source that was opened and read before it was cited. Excerpts are quoted only where the wording was read directly; otherwise the record describes what the source shows.

E01
Verified
Claim supported
The answer, and clues C01, C03 and C05.
Source title
Molecular Structure of Nucleic Acids: A Structure for Deoxyribose Nucleic Acid
Author / issuing institution
Nature (Springer Nature)
Source type
Peer-reviewed journal record
Publication date
25 April 1953
Page number
737-738
Table, figure or section
Article record header: volume, pages and publication date
Relevant excerpt
Publisher's article record: Nature volume 171, pages 737-738, published 25 April 1953.
Researcher's interpretation
The publisher's own record of the issue in which the paper appeared, which is the date the question asks for.
Access date
4 September 2026
Archive URL
[Not archived yet]
Classification
Primary
Reliability assessment
High - the publisher of record
E02
Verified
Claim supported
Clue C02 and the neutralisation of the 1962 decoy.
Source title
The Nobel Prize in Physiology or Medicine 1962
Author / issuing institution
The Nobel Foundation
Source type
Awarding institution
Publication date
Continuously maintained page
Page number
n/a (web page)
Table, figure or section
Prize summary and citation
Relevant excerpt
The prize was awarded jointly to Francis Harry Compton Crick, James D. Watson and Maurice Hugh Frederick Wilkins for their discoveries concerning the molecular structure of nucleic acids.
Researcher's interpretation
Confirms the authors and the nine-year gap, and shows why 1962 is the date a careless solver reports.
Access date
4 September 2026
Archive URL
[Not archived yet]
Classification
Primary
Reliability assessment
High - the awarding body
E03
Verified
Claim supported
Clue C04 - independent confirmation of the issue contents.
Source title
Francis Crick, Rosalind Franklin, James Watson, and Maurice Wilkins
Author / issuing institution
Science History Institute
Source type
Museum and research institute
Publication date
Continuously maintained page
Page number
n/a (web page)
Table, figure or section
Citations to Nature volume 171
Relevant excerpt
Citations on the page reference Nature 171 (1953): 737, 738 and 740 - the three papers carried by the same issue.
Researcher's interpretation
An independent institution confirming that three linked papers share one issue, which is what makes the issue date the single defensible answer.
Access date
4 September 2026
Archive URL
[Not archived yet]
Classification
Secondary
Reliability assessment
Medium-high - a specialist institution, used only for corroboration

Search Validation Record

A strong benchmark documents the searches a capable researcher or browsing agent would naturally attempt, including the ones that exposed the answer. Leakage is recorded rather than hidden, and the question is rewritten around it.

Direct wording searchKeyword combinationExact-phrase searchPerson and date searchOrganisation and location searchDomain-restricted searchPDF-only searchGovernment-site searchInstitutional-database searchAlternative spelling search
4 searches run and recorded
Search validation record.
Search numberExact search querySearch engine or databaseDate searchedTop relevant resultsAnswer revealed?Problem discoveredAction taken
S01when was the double helix discoveredGoogle4 September 2026Returns the year 1953 and a mixture of February and April anecdotes; no issue date.NoThe obvious query gives a year and a workshop story, not a publication date.Kept; it shows the question cannot be answered from the popular framing.
S02Watson Crick Nature 1953 publication dateGoogle4 September 2026Exposes 25 April 1953 in the first results.YesNaming the authors and the journal resolves the task in one step.The question was rewritten to avoid the author names, the journal name and the words 'double helix', describing the pagination and the prize instead.
S03Nature volume 171 pages 737 738 issue dateGoogle4 September 2026Reaches the publisher's article record used as E01.YesThe pagination is given as a clue, so this path is intended rather than accidental.Retained: the clue is deliberately a locator, and the solver still has to confirm it is the issue date and not a later online posting.
S04Nobel Prize Physiology Medicine 1962 nucleic acids laureatesGoogle4 September 2026Returns the awarding body's summary page used as E02.NoNone - it confirms a clue and isolates the decoy year.Retained as part of the reference path.

Source Quality Assessment

Every candidate source is scored from 1 to 5 against five criteria before it is allowed into the evidence chain.

  • 1Authority

    3 / 5

    Who created or issued the information?

  • 2Proximity

    3 / 5

    Is the source directly connected to the event or record?

  • 3Specificity

    3 / 5

    Does it support the precise claim being made?

  • 4Stability

    3 / 5

    Is the information unlikely to change?

  • 5Traceability

    3 / 5

    Can another researcher locate the same evidence?

Evidence-Chain Audit

Export a report that maps every clue to the source it rests on, records the verification status and access date of each source, and lists the searches that exposed the answer.

Claims audited
5
Sources in the chain
3
Disclosed shortcuts
2

Benchmark Quality Checks

Completion

14 of 15 checks confirmed

93%

Structured Benchmark Record

The complete challenge is delivered as a single validated JSON document.

aibrc-008-benchmark-record.json

{
  "challenge_id": "AIBRC-008",
  "title": "Scientific Record Benchmark",
  "project_type": "independent_demonstration",
  "research_domain": "Science and Publication Records",
  "difficulty": "advanced",
  "question": "A paper barely a page long, printed on pages 737-738 of volume 171 of a weekly British science journal in the spring of 1953, proposed a two-chain helix whose chains run in opposite directions; its two authors shared a Nobel Prize nine years later. On what date was that issue published?",
  "accepted_answers": [
    "25 April 1953"
  ],
  "answer_type": "short_text",
  "answer_normalisation": {
    "case_sensitive": false,
    "ignore_punctuation": true,
    "accepted_variations": [
      "25 April 1953",
      "April 25, 1953",
      "25/04/1953",
      "1953-04-25"
    ]
  },
  "clues": [
    {
      "clue_id": "C01",
      "fact_type": "document",
      "statement": "The paper is barely one page long and appeared in a weekly British science journal, on pages 737-738 of volume 171.",
      "constraint": "Fixes the journal, volume and pagination without naming the paper or its date.",
      "source": "Nature — article record for 171:737",
      "locator": "Citation block (volume, pages)",
      "status": "verified"
    },
    {
      "clue_id": "C02",
      "fact_type": "person",
      "statement": "Its two authors shared a Nobel Prize in Physiology or Medicine nine years later with a third scientist based at a different institution.",
      "constraint": "Fixes the authors and the 1962 prize, which is a decoy date rather than the answer.",
      "source": "The Nobel Prize — Physiology or Medicine 1962",
      "locator": "Summary page, laureates and citation",
      "status": "verified"
    },
    {
      "clue_id": "C03",
      "fact_type": "subject",
      "statement": "The structure proposed is a two-chain helix with the chains running in opposite directions around a common axis.",
      "constraint": "Identifies the content without using the phrase used in every popular retelling.",
      "source": "Nature — article record for 171:737",
      "locator": "Article title and abstract text",
      "status": "verified"
    },
    {
      "clue_id": "C04",
      "fact_type": "publication context",
      "statement": "Two supporting experimental papers by other groups appear in the same issue, one of them beginning on page 740.",
      "constraint": "Confirms the issue rather than only the article, so the date asked for is the issue date.",
      "source": "Science History Institute — biography page citations",
      "locator": "Citation list: Nature 171 (1953): 737, 738, 740",
      "status": "verified"
    },
    {
      "clue_id": "C05",
      "fact_type": "year",
      "statement": "The issue appeared in the spring of 1953.",
      "constraint": "Narrows the search window without giving the month.",
      "source": "Nature — article record for 171:737",
      "locator": "Publication line",
      "status": "verified"
    }
  ],
  "evidence": [
    {
      "evidence_id": "E01",
      "claim_supported": "The answer, and clues C01, C03 and C05.",
      "source_title": "Molecular Structure of Nucleic Acids: A Structure for Deoxyribose Nucleic Acid",
      "issuing_organisation": "Nature (Springer Nature)",
      "source_type": "Peer-reviewed journal record",
      "url": "https://www.nature.com/articles/171737a0",
      "publication_date": "25 April 1953",
      "page_number": "737-738",
      "section": "Article record header: volume, pages and publication date",
      "access_date": "4 September 2026",
      "reliability": "High - the publisher of record",
      "verification_status": "verified"
    },
    {
      "evidence_id": "E02",
      "claim_supported": "Clue C02 and the neutralisation of the 1962 decoy.",
      "source_title": "The Nobel Prize in Physiology or Medicine 1962",
      "issuing_organisation": "The Nobel Foundation",
      "source_type": "Awarding institution",
      "url": "https://www.nobelprize.org/prizes/medicine/1962/summary/",
      "publication_date": "Continuously maintained page",
      "page_number": "n/a (web page)",
      "section": "Prize summary and citation",
      "access_date": "4 September 2026",
      "reliability": "High - the awarding body",
      "verification_status": "verified"
    },
    {
      "evidence_id": "E03",
      "claim_supported": "Clue C04 - independent confirmation of the issue contents.",
      "source_title": "Francis Crick, Rosalind Franklin, James Watson, and Maurice Wilkins",
      "issuing_organisation": "Science History Institute",
      "source_type": "Museum and research institute",
      "url": "https://www.sciencehistory.org/education/scientific-biographies/james-watson-francis-crick-maurice-wilkins-and-rosalind-franklin/",
      "publication_date": "Continuously maintained page",
      "page_number": "n/a (web page)",
      "section": "Citations to Nature volume 171",
      "access_date": "4 September 2026",
      "reliability": "Medium-high - a specialist institution, used only for corroboration",
      "verification_status": "verified"
    }
  ],
  "search_validation": [
    {
      "search_id": "S01",
      "query": "when was the double helix discovered",
      "platform": "Google",
      "search_date": "4 September 2026",
      "relevant_results": "Returns the year 1953 and a mixture of February and April anecdotes; no issue date.",
      "answer_exposed": false,
      "notes": "The obvious query gives a year and a workshop story, not a publication date. Kept; it shows the question cannot be answered from the popular framing."
    },
    {
      "search_id": "S02",
      "query": "Watson Crick Nature 1953 publication date",
      "platform": "Google",
      "search_date": "4 September 2026",
      "relevant_results": "Exposes 25 April 1953 in the first results.",
      "answer_exposed": true,
      "notes": "Naming the authors and the journal resolves the task in one step. The question was rewritten to avoid the author names, the journal name and the words 'double helix', describing the pagination and the prize instead."
    },
    {
      "search_id": "S03",
      "query": "Nature volume 171 pages 737 738 issue date",
      "platform": "Google",
      "search_date": "4 September 2026",
      "relevant_results": "Reaches the publisher's article record used as E01.",
      "answer_exposed": true,
      "notes": "The pagination is given as a clue, so this path is intended rather than accidental. Retained: the clue is deliberately a locator, and the solver still has to confirm it is the issue date and not a later online posting."
    },
    {
      "search_id": "S04",
      "query": "Nobel Prize Physiology Medicine 1962 nucleic acids laureates",
      "platform": "Google",
      "search_date": "4 September 2026",
      "relevant_results": "Returns the awarding body's summary page used as E02.",
      "answer_exposed": false,
      "notes": "None - it confirms a clue and isolates the decoy year. Retained as part of the reference path."
    }
  ],
  "quality_checks": {
    "The answer is short and objectively verifiable.": true,
    "The answer is supported by an authoritative source.": true,
    "The question has only one defensible answer.": true,
    "No single clue directly exposes the answer.": true,
    "Each clue is independently checkable.": true,
    "The clue set spans multiple fact types.": true,
    "The task requires multi-step reasoning.": true,
    "Obvious searches have been documented.": true,
    "Search-result snippets do not reveal the answer.": false,
    "Sources are publicly accessible.": true,
    "Exact pages, tables or sections are recorded.": true,
    "The evidence chain can be reproduced.": true,
    "The question avoids subjective interpretation.": true,
    "The answer is stable over time.": true,
    "No fabricated evidence is included.": true
  },
  "researcher": {
    "name": "TMK Research Lab",
    "portfolio": "https://theophilusmorkporkpor.lovable.app",
    "email": "tkudjordjie@gmail.com"
  }
}

Skills Demonstrated

  • Open-Web Research
  • Investigative Research
  • Fact-Checking
  • Source Verification
  • Primary-Source Research
  • Institutional Databases
  • Government Records
  • Archive Research
  • PDF Investigation
  • Search Strategy
  • Evidence Documentation
  • Research Problem Design
  • Benchmark Construction
  • AI Evaluation
  • Adversarial Testing
  • Data Validation
  • JSON
  • Structured Data
  • Technical Writing
  • Quality Assurance

Research Tools

  • Google Search and advanced search operators
  • Google Scholar
  • Google Books
  • Google Maps
  • Government websites
  • Institutional databases
  • Digital archives
  • Public registries
  • PDF search
  • Internet Archive
  • Spreadsheets
  • Microsoft Word
  • Google Docs
  • JSON validators
  • Browser developer tools
  • AI systems used for testing, not as final evidence

AI-generated statements are never treated as evidence. Every factual claim must be verified against an accessible external source.

Project Outcome

This benchmark is complete: the answer is fixed, 3 evidence records are attached to specific clues, and 4 validation searches are documented, including those that exposed the answer. It demonstrates the ability to approach an unfamiliar subject systematically, separate evidence from assumption and document research so that another person can audit it.

Reflection and Limitations

What made the question difficult

Three dates compete: the laboratory work in the winter of 1953, the issue date in April, and the prize in 1962. Only one is a published record.

Which searches failed

The plain discovery query returned a year and an anecdote, and never a publication date.

Which source proved decisive

The publisher's article record, because it carries the issue date as a structured field next to the volume and pagination.

How ambiguity was removed

The question asks for the issue date and gives the exact pages, so a solver cannot substitute the discovery month or the award year.

What an AI browsing agent might get wrong

Answering 1962, answering 28 February 1953 from the laboratory anecdote, or giving a modern online-posting date from a reprint page.

Remaining limitations

The pagination clue is a strong locator, so a solver who searches it directly reaches the answer quickly.

Recommended future improvements

Require the first page of the third paper in the same issue, which forces the solver to open the issue contents rather than the single article record.

Need a careful researcher for complex web investigations?

I am available for web research, fact-checking, AI evaluation, benchmark construction, source verification and structured research documentation.

TMK Research Labtkudjordjie@gmail.comhttps://theophilusmorkporkpor.lovable.apphttps://www.linkedin.com/in/theophilus-kudzordzi