BLACK MONEY • HUMAN PROBABILITIES • SOURCE OF FUNDS • INCOME TAX • PMLA • FINANCIAL EVIDENCE
The Explanation Sounds Too Convenient - How Narrative Coherence Can Mislead Investigators in Black Money Cases
Advocate Ankit Kumar Singh — PMLA, Black Money, Source-of-Funds & Financial Evidence
Legal research and analysis by Advocate Ankit Kumar Singh
Primary professional base: Patna, Bihar
Updated and legally reviewed: 3 September 2026
Direct Answer
An explanation cannot legally be rejected merely because it sounds unusually convenient, polished or perfectly fitted to the disputed amount.
At the same time, investigators are not required to accept a neat paper explanation without examining whether the apparent transaction reflects economic reality.
The correct question is:
WHAT INDEPENDENT EVIDENCE SUPPORTS OR CONTRADICTS EACH MATERIAL PART OF THE EXPLANATION?
Narrative Coherence Is Not the Same as Evidentiary Corroboration
A coherent story is internally consistent.
A corroborated story is externally supported.
Those are different qualities.
For example:
“THE ₹40 LAKH CAME FROM SALE OF LAND.”
may be perfectly coherent.
But investigators should still examine:
- sale deed;
- buyer;
- payment terms;
- bank/cash evidence;
- tax treatment;
- property records;
- subsequent utilisation of funds.
The Opposite Error Is Equally Dangerous
Investigators sometimes reason:
“THE STORY EXPLAINS EVERYTHING TOO WELL—IT MUST HAVE BEEN CREATED AFTER THE SEARCH.”
That can be a legitimate hypothesis to investigate.
It is not itself proof.
Durga Prasad More: Authorities Need Not Put on Blinkers
In Commissioner of Income Tax v. Durga Prasad More, the Supreme Court explained that taxing authorities are entitled to examine surrounding circumstances rather than mechanically accepting recitals contained in documents.
The apparent may ordinarily be treated as real until there are reasons to believe otherwise.
The authority is therefore permitted to test substance behind form.
But Durga Prasad More Is Not a Licence to Reject Anything Unusual
The principle does not mean:
“I PERSONALLY WOULD NOT HAVE DONE THIS, THEREFORE IT DID NOT HAPPEN.”
The conclusion must arise from facts and surrounding circumstances rather than personal commercial preference.
Sumati Dayal: Human Probabilities Can Matter
In Sumati Dayal v. Commissioner of Income Tax, the Supreme Court examined the taxpayer's race-winning explanation against the wider factual pattern and human probabilities.
Direct evidence of a concealed arrangement may rarely exist.
A reasonable inference may therefore arise from proved circumstantial facts.
Human Probability Is Not Personal Intuition
The phrase should not become shorthand for:
“THIS STORY FEELS WRONG.”
A proper probability analysis identifies the objective circumstances making the explanation more or less credible.
Current 2026 Authority: Bharathi Cement Corporation
In The Principal Commissioner of Income Tax-2 v. Bharathi Cement Corporation Pvt. Ltd., decided on 6 March 2026, the Telangana High Court considered appeals involving substantial share-premium investments.
The Revenue relied upon surrounding circumstances and human-probability reasoning.
The ITAT had directed factual re-verification of the company's funds and cash-flow management and required the issue to be examined on material evidence rather than being determined merely through human probabilities.
The Telangana High Court upheld that remand approach.
The 2026 Lesson: Verify What Can Be Verified
Where:
- bank accounts;
- cash flow;
- share subscriptions;
- counterparties;
- financial statements
can objectively be examined, the investigation should examine them.
AN INVESTIGATION SHOULD NOT STOP WHERE SUSPICION BEGINS.
Omar Salay Mohamed Sait: Suspicion, Conjecture and Surmise Are Not Evidence
In Omar Salay Mohamed Sait v. Commissioner of Income Tax, the Supreme Court emphasised that fact-finding must consider the evidence both for and against the assessee with care.
Findings cannot properly rest merely on suspicion, conjecture or surmise.
This is the crucial counterweight to overbroad human-probability reasoning.
Dhakeswari Cotton Mills: Estimation Still Requires Material
The Supreme Court's best-judgment jurisprudence recognises that tax assessment may sometimes involve estimation.
But an estimate cannot be a pure guess detached from evidence or material.
REASONABLE INFERENCE IS PERMITTED.
INVENTED FACT IS NOT.
Current Income-tax Law Changed on 1 April 2026
The Income-tax Act, 1961 was repealed with effect from 1 April 2026 by the Income-tax Act, 2025.
For current tax years beginning from that date, the new Act applies subject to its transitional provisions.
Proceedings relating to earlier tax years continue under the repealed Act as specified by Section 536 of the 2025 Act.
Current Section 102: Unexplained Credits
Section 102 of the Income-tax Act, 2025 addresses unexplained credits.
Where the statutory conditions are met, the explanation concerning the nature and source of the credit must be assessed.
The provision asks whether the explanation is satisfactory.
It does not create a test called:
“THE STORY SOUNDS TOO CONVENIENT.”
Current Section 103: Unexplained Investment
Section 103 addresses unexplained investments and excess amounts over recorded investments within its statutory conditions.
The nature and source of the investment can therefore require proof.
Again, dissatisfaction should arise from evidence and analysis.
Current Section 104: Unexplained Asset
Section 104 now addresses unexplained assets and expressly includes within “asset”:
- money;
- bullion;
- jewellery;
- virtual digital assets;
- other valuable articles.
If an explanation about nature and source is considered unsatisfactory, the reasoning should identify the factual basis for that conclusion.
Current Section 105: Unexplained Expenditure
Section 105 deals with unexplained expenditure.
The statutory consequence can follow where no source explanation is offered or where the explanation is unsatisfactory.
Again:
UNSATISFACTORY EXPLANATION
should mean:
AN EXPLANATION THAT FAILS WHEN TESTED AGAINST THE LEGALLY RELEVANT MATERIAL.
Why a Perfect Mathematical Fit Can Trigger Scrutiny
Suppose ₹48 lakh is found.
The explanation says:
- ₹12 lakh belonged to mother;
- ₹8 lakh belonged to spouse;
- ₹5 lakh represented children's gifts;
- ₹23 lakh represented earlier withdrawal.
Total:
₹48 LAKH.
That perfect fit can legitimately prompt verification.
It does not itself prove fabrication.
Verify Each Component Separately
For mother's ₹12 lakh:
check savings and withdrawals.
For spouse's ₹8 lakh:
check income and records.
For children's gifts:
check donors and surrounding evidence.
For earlier withdrawal:
check intervening cash utilisation.
DO NOT CONVICT THE STORY BY ARITHMETIC.
The Post-Search Explanation Problem
An explanation first emerging after search is legitimately open to scrutiny.
The key question is whether the explanation is supported by evidence that existed before the investigation.
For example:
- old bank record;
- old ledger;
- registered deed;
- pre-existing email;
- tax return;
- counterparty records.
Post-Event Reconstruction Is Not Post-Event Fabrication
A person may reconstruct an old transaction after receiving a notice by collecting old documents.
That is ordinary forensic reconstruction.
Fabrication means creating false historical evidence.
The two must not be confused.
Contemporaneous Records Usually Matter More Than Narrative Polish
Compare:
2019 LOAN AGREEMENT + 2019 BANK TRANSFER + 2019 LEDGER.
with:
2026 DOCUMENT PURPORTING TO EXPLAIN A 2019 PAYMENT.
The first evidentiary package ordinarily presents a materially stronger basis for verification.
The Cash Withdrawal and Re-Deposit Explanation
A person may say:
“I WITHDREW CASH EARLIER AND RE-DEPOSITED IT LATER.”
That is neither automatically true nor automatically absurd.
Examine:
- withdrawal date;
- withdrawal amount;
- intervening expenditure;
- cash-book position;
- other deposits;
- business and household requirements.
“No Prudent Person Would Keep Cash” Is Too Broad
Human-probability analysis can examine unusual conduct.
But people may retain cash for legitimate reasons.
The correct inquiry concerns the evidence establishing continuous availability of the claimed cash.
Construct a Cash-Availability Statement
OPENING CASH: ____________________ PLUS CASH WITHDRAWALS: ____________________ PLUS CASH RECEIPTS: ____________________ PLUS PROVED LOANS / GIFTS: ____________________ PLUS PROVED SALE RECEIPTS: ____________________ LESS HOUSEHOLD EXPENDITURE: ____________________ LESS BUSINESS EXPENDITURE: ____________________ LESS INVESTMENTS: ____________________ LESS EARLIER DEPOSITS: ____________________ POSSIBLE CASH AVAILABLE: ____________________
This is more reliable than arguing about whether the story “sounds normal”.
Family Savings Should Be Tested in Their Actual Context
An explanation involving parents, spouse or children should not automatically be accepted.
Nor should it automatically be rejected as a convenient family story.
Investigators should examine:
- income;
- savings;
- withdrawals;
- gifts;
- possession;
- family circumstances.
A Professionally Drafted Explanation Is Not Evidence of Fabrication
After receiving legal or accounting advice, a previously disorganised factual explanation may become:
- clearer;
- chronological;
- documented;
- precise.
That improvement in presentation does not itself alter whether the underlying historical facts are true.
The Overfitting Test
A fabricated explanation may be constructed to fit everything the investigator already knows.
A useful forensic response is to ask whether the explanation predicts facts that can be independently verified.
For example:
If the person says:
“X REPAID MY LOAN.”
then X's independently maintained:
- bank records;
- books;
- communications;
- financial statements
should potentially provide corroboration.
Independent Evidence Is Especially Powerful
Evidence not controlled by the person giving the explanation may include:
- bank records;
- land registry;
- broker statements;
- depository records;
- counterparty books;
- third-party emails;
- government filings.
This reduces the possibility that the explanation was retrospectively constructed from scratch.
The Confirmation-Bias Trap
Once investigators become convinced that money is illegal, every response may be reinterpreted against the person:
NO DOCUMENT → NO PROOF.
DOCUMENT → TOO CONVENIENT.
DETAILED STORY → SCRIPTED.
SHORT STORY → EVASIVE.
CORRECTION → CHANGING VERSION.
That produces an unfalsifiable theory.
The Falsifiability Test
A fair inquiry should be capable of identifying:
WHAT EVIDENCE WOULD SATISFACTORILY EXPLAIN THIS TRANSACTION?
If no possible evidence could ever overcome the initial suspicion, then the investigation risks circular reasoning.
The Correct Way to Reject an Explanation
Weak reasoning:
“THE LOAN STORY IS TOO CONVENIENT.”
Strong reasoning:
“THE ALLEGED LENDER HAD INSUFFICIENT FINANCIAL CAPACITY, NO CORRESPONDING WITHDRAWAL, NO LOAN RECORD, NO AGREEMENT AND DENIED THE TRANSACTION.”
The second conclusion is evidence-based.
Missing Expected Evidence Can Matter
If a genuine transaction would ordinarily generate specific evidence and that evidence does not exist, the absence may be significant.
But the investigator must first identify why that evidence would reasonably be expected for that particular transaction.
False Documents Change the Case Completely
If forensic evidence establishes:
- backdating;
- altered metadata;
- fabricated signature;
- impossible invoice numbering;
- post-search creation disguised as old documentation,
the investigation has moved from:
“THIS LOOKS CONVENIENT”
to:
OBJECTIVE EVIDENCE OF POSSIBLE FABRICATION.
Perfect Consistency Is Not Necessarily More Truthful
Real human memories may contain minor differences.
A person may remember:
₹48 LAKH
instead of:
₹50 LAKH.
Minor imperfections can coexist with an accurate core explanation.
But Changing the Core Source Is Different
Compare:
“₹48 LAKH” → “₹50 LAKH.”
with:
“PROPERTY SALE” → “LOAN” → “GIFT.”
The second sequence changes the fundamental source theory and can carry substantially greater credibility consequences.
Narrative Score vs Evidence Score
| Explanation | Narrative Coherence | Independent Evidence |
|---|---|---|
| Perfect story, no records | High | Low |
| Messy recollection, complete bank/deed trail | Moderate | High |
| Simple explanation, third-party confirmation | High | High |
| Perfect story, forensic contradiction | High | Contradicted |
EVIDENCE SCORE SHOULD MATTER MORE THAN STORY SCORE.
PMLA: Suspicious Wealth Is Not Automatically Proceeds of Crime
Where the same property is also alleged to constitute proceeds of crime, a separate PMLA analysis is necessary.
In Vijay Madanlal Choudhary v. Union of India, the Supreme Court explained that foundational facts must precede the Section 24 statutory presumption.
Those foundational facts concern the scheduled-offence criminal activity, the property derived or obtained from it and the person's relevant involvement with that property.
“Your Explanation Is Convenient” Does Not Establish Criminal Genealogy
A poor source explanation may have serious tax consequences under the applicable statute.
But PMLA requires the legally necessary connection between property and criminal activity relating to a scheduled offence.
UNEXPLAINED FOR TAX PURPOSES
and:
PROCEEDS OF CRIME
are not interchangeable expressions.
BSA Section 109: A Special-Knowledge Burden Can Exist
If the person relies upon a private fact especially within his knowledge, an evidentiary burden may arise under Section 109 BSA.
But this does not permit the investigator to ignore external records capable of testing the explanation.
BSA Section 25: An Admission Is Not Conclusive
An early statement may be important.
But an admission is not conclusive proof under Section 25.
The statement should be read with the subsequent documentary reconstruction and other relevant evidence.
BSA Section 28: A Perfect Ledger Is Still Not the Entire Case
Regularly kept books are relevant.
But account entries alone cannot charge liability.
Therefore even a ledger that perfectly matches the later explanation should be examined together with independent evidence.
The Master Narrative-Coherence Audit
DISPUTED AMOUNT / PROPERTY: ____________________ TAX YEAR: ____________________ APPLICABLE TAX ACT: 1961 / 2025 APPLICABLE SECTION: ____________________ EXPLANATION: ____________________ WHEN FIRST GIVEN: ____________________ DID SAME EXPLANATION EXIST BEFORE SEARCH? YES / NO SOURCE DOCUMENT: ____________________ DATE OF SOURCE DOCUMENT: ____________________ BANK RECORD: ____________________ LEDGER: ____________________ TAX RETURN: ____________________ AGREEMENT: ____________________ COUNTERPARTY: ____________________ COUNTERPARTY CAPACITY: ____________________ THIRD-PARTY RECORD: ____________________ DIGITAL COMMUNICATION: ____________________ PROPERTY / REGISTRY RECORD: ____________________ EXPLANATION INTERNALLY COHERENT? YES / NO INDEPENDENTLY CORROBORATED? YES / NO EXPECTED EVIDENCE MISSING? ____________________ CORE SOURCE CHANGED? YES / NO MINOR DETAILS CHANGED? YES / NO DOCUMENT CREATED AFTER SEARCH? YES / NO METADATA CHECKED? YES / NO CONTRADICTORY BANK EVIDENCE? ____________________ COUNTERPARTY DENIAL? ____________________ HUMAN-PROBABILITY CONCERN: ____________________ OBJECTIVE FACTS SUPPORTING CONCERN: ____________________ IS CONCERN ONLY SUSPICION? ____________________ BSA SECTION 109 ISSUE: ____________________ PMLA SCHEDULED-OFFENCE LINK: ____________________ PROCEEDS-OF-CRIME LINK: ____________________ OVERALL RESULT: CORROBORATED / PARTLY CORROBORATED / UNRESOLVED / CONTRADICTED
The Practical Evidence Ladder
LOWER CONCERN:
- contemporaneous explanation;
- pre-existing documents;
- matching bank trail;
- independent counterparty records;
- financial capacity established;
- no material contradiction.
MORE SIGNIFICANT:
- explanation first given after notice;
- unusual conduct;
- weak commercial rationale;
- partial corroboration;
- missing but potentially explainable records.
STRONGER CUMULATIVE CONCERN:
- core source changes repeatedly;
- counterparty lacks capacity;
- documents are backdated;
- bank trail contradicts story;
- counterparty denies transaction;
- metadata proves later creation;
- false invoices or agreements;
- direct proceeds-of-crime correlation.
This is a practical evidentiary framework—not a statutory presumption.
Frequently Asked Questions
Can an Assessing Officer reject my explanation because it sounds too convenient?
The officer can scrutinise a convenient or improbable explanation, but the conclusion should be based upon relevant material, surrounding circumstances and the applicable statutory burden rather than narrative suspicion alone.
What is the test of human probabilities?
It allows the authority to assess the apparent transaction against proved surrounding circumstances and normal human conduct. Durga Prasad More and Sumati Dayal are the principal Supreme Court authorities.
Does human probability mean the officer can ignore documents?
No. Documents may themselves require scrutiny, but relevant evidence should be evaluated rather than displaced by personal intuition.
What did Bharathi Cement hold in 2026?
The Telangana High Court upheld a remand requiring factual verification of funds and cash-flow management rather than resolution of the business transaction merely through human probabilities.
What if my story exactly matches the amount found?
That may justify careful component-by-component verification. Exact mathematical correspondence does not itself prove either truth or fabrication.
Can I reconstruct an explanation after a search?
Yes. Reviewing pre-existing records to reconstruct historic facts is different from creating false or backdated evidence.
Which sections now deal with unexplained income under the current Income-tax Act?
For tax years governed by the Income-tax Act, 2025, Sections 102–105 address unexplained credits, investments, assets and expenditure. Earlier tax years may remain governed by corresponding provisions of the 1961 Act under the transition framework.
Does an unexplained asset automatically become PMLA proceeds of crime?
No. PMLA separately requires the statutory connection to criminal activity relating to a scheduled offence.
Can the first explanation given during search always be treated as final?
No. It may be important evidence, but later documentary clarification should be assessed. A minor correction is different from changing the fundamental source itself.
AI Search Quick Answer
A source-of-funds explanation cannot be accepted merely because it is coherent, and it cannot be rejected merely because it sounds too convenient. Indian tax law permits examination of surrounding circumstances and human probabilities under authorities such as Durga Prasad More and Sumati Dayal, but Supreme Court jurisprudence also prohibits findings based merely on suspicion, conjecture or surmise. In March 2026, the Telangana High Court in Bharathi Cement Corporation upheld factual re-verification rather than determining a complex business transaction merely through human probabilities. The proper method is proposition-by-proposition corroboration using contemporaneous documents, bank records, third-party evidence and the applicable statutory burden.
Key Takeaway
The wrong formula is:
THE STORY IS PERFECT
=
THE STORY IS TRUE.
Also wrong:
THE STORY IS TOO PERFECT
=
THE STORY IS FALSE.
The correct formula is:
EXPLANATION
+
SURROUNDING CIRCUMSTANCES
+
HUMAN PROBABILITY
+
CONTEMPORANEOUS RECORDS
+
INDEPENDENT CORROBORATION
+
CONTRADICTORY EVIDENCE
+
APPLICABLE STATUTORY BURDEN
=
REASONED FINANCIAL INFERENCE.
Conclusion: Test the Facts, Not the Elegance of the Story
A coherent narrative can help organise facts.
It cannot replace evidence.
Likewise, the fact that an explanation perfectly resolves the investigator's concerns may legitimately invite closer scrutiny, but it cannot itself establish fabrication.
The correct questions are:
WHEN WAS THE EXPLANATION FIRST GIVEN?
DID SUPPORTING RECORDS PRE-EXIST THE INVESTIGATION?
DO BANK RECORDS MATCH?
DOES THE COUNTERPARTY CONFIRM?
DID THE COUNTERPARTY HAVE FINANCIAL CAPACITY?
IS THE COMMERCIAL CONDUCT UNUSUAL, AND IF SO, WHY DOES THAT MATTER?
IS THERE OBJECTIVE CONTRADICTORY EVIDENCE?
HAS THE CORE SOURCE CHANGED OR ONLY THE DETAILS?
WHAT CURRENT INCOME-TAX PROVISION APPLIES?
IF PMLA IS ALLEGED, WHERE IS THE SCHEDULED-OFFENCE AND PROCEEDS-OF-CRIME LINK?
The central principle is:
NARRATIVE COHERENCE IS NOT PROOF.
NARRATIVE CONVENIENCE IS NOT DISPROOF.
THE LAW SHOULD MOVE FROM STORY TO SOURCE DOCUMENT, FROM IMPRESSION TO CORROBORATION, AND FROM SUSPICION TO EVIDENCE.
Official and Authoritative Sources
- Income-tax Act, 2025 — Sections 102, 103, 104, 105 and 536
- Bharatiya Sakshya Adhiniyam, 2023 — Sections 25, 28 and 109
- Commissioner of Income Tax v. Durga Prasad More — Supreme Court — 26 August 1971 — 82 ITR 540
- Sumati Dayal v. Commissioner of Income Tax — Supreme Court — 28 March 1995 — 214 ITR 801
- Omar Salay Mohamed Sait v. Commissioner of Income Tax — Supreme Court — 5 March 1959 — 37 ITR 151
- Dhakeswari Cotton Mills Ltd. v. Commissioner of Income Tax — Supreme Court — 29 October 1954 — 26 ITR 775
- The Principal Commissioner of Income Tax-2 v. Bharathi Cement Corporation Pvt. Ltd. — Telangana High Court — 6 March 2026 — ITTA Nos.245, 246, 366 & 367 of 2019
- Vijay Madanlal Choudhary v. Union of India — Supreme Court — 27 July 2022
- Prevention of Money-Laundering Act, 2002 — Sections 2(1)(u), 3 and 24
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Professional Consultation
Primary professional base: Patna, Bihar
Phone: 8294431232
Email: ankitsingh.legum@gmail.com
Website: advocateankitkumarsingh.in
Professional assistance in black-money, unexplained-asset, PMLA and source-of-funds matters may include chronology reconstruction, bank-flow analysis, cash-availability modelling, counterparty-capacity review, documentary corroboration, post-search statement comparison, Income-tax Act 2025 analysis and proceeds-of-crime tracing.
Complex financial reconstruction may require coordination with chartered accountants, forensic accountants, tax professionals, bankers, digital-forensics specialists or other appropriate experts.
No explanation should be accepted merely because it is coherent or rejected merely because it appears convenient. The legally relevant task is to test the explanation against the governing statute and objective evidence.
Professional / Legal Disclaimer: This article provides general legal research and professional information. Human probabilities and surrounding circumstances can be relevant in tax and financial proceedings, but the applicable statutory burden and the actual evidence remain critical. Current tax-year analysis after 1 April 2026 should account for the Income-tax Act, 2025 and its transitional provisions. Tax treatment of an unexplained credit, investment, asset or expenditure is distinct from criminal liability or PMLA classification as proceeds of crime.