Observation
What is directly measurable in the source.
Argument X-Ray
See how an argument is built.
Facts can be true while the picture remains incomplete. X-Ray reconstructs the reasoning, checks important claims, and shows relevant context that may change your interpretation.
EvidenceClaimAssumptionCausal inferenceConclusion
Not a fact checker alone.
Not a political direction score.
A microscope for reasoning.Beneath the surface
Three levels that never collapse
Interpretation
What the observed pattern may imply.
Missing-context hypothesis
What independent external evidence makes relevant.
The 20-second X-Ray
Primary sourceTrue element, misleading inference
The argument identifies a real mechanism but gives an incomplete account of the conditions that determine its strength.
The mechanism
Buyer demand rises → Available homes do not keep pace → Bidding pressure increases → Prices rise
The missing pieceSupply responsiveness differs sharply across housing markets.
Main thesis analysed
Housing became expensive mainly because too many buyers chased too few homes.
Factual reliabilityModerate
Evidence balanceOne directional
Causal reasoningModerate
Analysis confidenceModerate
This is an analytical instrument, not a verdict. Intent is unknown.
The argument in 2 minutes
conditions to outcome- ConditionBuyer demand rises→
- MechanismAvailable homes do not keep pace→
- MechanismBidding pressure increases→
- OutcomePrices rise
- Buyer demand rises→ leads to →Available homes do not keep pace
- Available homes do not keep pace→ leads to →Bidding pressure increases
- Bidding pressure increases→ leads to →Prices rise
Decisive claim checks
Housing demand rose faster than supply.
Higher demand was the principal cause of the price increase.
What changes after adding the context
Supply responsiveness differs sharply across housing markets.Before context
The conclusion appears to follow mainly from rising demand.
After context
Demand remains relevant, but its price effect depends materially on whether supply can respond.
Full analysisInspect every claim, assumption, finding, and competing case
Atomic claims
What must stand on its own
Housing demand rose faster than supply.
demand rose faster than supply
Broadly supported
The direction is supported, but it varies by place and period.
Moderate confidenceHigher demand was the principal cause of the price increase.
the main reason prices rose
Misleading without context
Supply constraints and financing conditions are also material.
Moderate confidenceInside the source
Evidence and assumptions
Evidence presented
- Buyer demand increased.
more buyers entered the market
Implicit assumptions
- Supply could respond similarly across places.
The conclusion does not distinguish constrained from elastic housing markets.
Inference map
How the claims connect
- Supports
The descriptive trend is used to support the causal claim.
- Assumes
The proposed remedy depends on this assumption.
Hidden layers
What the structure may be doing
Alternative explanations ignoredLevel B - Interpretation
Observed: The sample argument names demand but does not evaluate supply responsiveness.
Interpretation: This may make a demand-only model appear more complete than it is.
the main reason prices rose
Why it matters: The best policy response changes depending on which constraint is binding.
Moderate confidence - The asymmetry is visible, while its effect depends on the market.Show me what I am not being shown
Relevant context not discussed
Supply responsiveness differs sharply across housing markets.
It changes a general demand story into a conditional mechanism.
Before context
The conclusion appears to follow mainly from rising demand.
After context
Demand remains relevant, but its price effect depends materially on whether supply can respond.
Evidence asymmetry
The source versus the evidence landscape
The sample argument presents supporting demand evidence, while the Reference Set also contains strong qualifying evidence about supply responsiveness.
The source therefore presents a more one-directional causal picture than the broader evidence considered here.
SupportingSubstantial
ChallengingLimited
QualifyingSubstantial
SupportingSubstantial
ChallengingNone
QualifyingNone
Moderate confidence - The distribution difference is visible; its importance varies across markets.
Steelman
The strongest cases
When new supply is slow, a rapid increase in solvent demand can raise prices quickly.
Persistent affordability problems may originate in land-use constraints, construction capacity, financing conditions, or distribution, not simply excess demand.
The sample captures a real demand mechanism but presents it with fewer conditions than the strongest version requires.
Sources and methodologyInspect provenance, timing, limitations, and methodology version
Reference Set
Evidence inspected independently
What major factors explain housing price growth in the relevant market and period?
2Independent lineages
0Primary sources
0Available by source date
0Later evidence
- Illustrative sourceSample publisher - supporting - moderate evidence - form not recordedAvailability date unknown - Document date unknown
- Illustrative sourceSample publisher - qualifying - strong evidence - form not recordedAvailability date unknown - Document date unknown
Limitation: This public walkthrough uses illustrative sources, not a live research result.
What could change this conclusion
Illustrative walkthrough only
Methodology 1.0.0
Look beneath the conclusion.
Read curated public X-Rays, learn the recurring informational patterns, or privately analyse a source of your own.