UPPER KHARADI INTELLIGENCE · SOURCE REVIEW · 16 OCT 2026

Every source and record accounted for

Processed does not mean independently verified. This ledger reconciles the original 47 source entries and 76 later web entries separately. Nine unsupported DWGs, four documents with unreliable OCR and one failed original authority access remain explicit. They are not declared fully studied.

8,839recent CRE CSV rows parsed

3,070older CRE records retained

9 + 3RERA / checklist sheets read

93PropEquity pages text-extracted

The original frozen population contains 41 attachment entries and 6 web/email evidence entries. The later 76 public web sources are not counted as attachment files. All 11,909 CRE transactions remain retained. All worksheet cells, formulas, cached values, hidden states and accessible comments were read in the current pass. Excel-native recalculation was not executed; cached source values remain unchanged.

Detailed population ledger · Source ledger CSV · Decision-readiness certificate

Fresh Gmail delta: no new market version identified

Five queries bounded after 15 October and before 17 October 2026 returned 4 unique messages. All 4 complete MIME trees were read. Two are the already processed research messages; the others concern supplier or hosting billing and were excluded. No new relevant attachment version was identified. Every query returned no next-page token. Raw email and billing data remain local.

Query	Matches	Pages	Pagination exhausted
after:2026/10/15 before:2026/10/17 (from:crematrix.com OR "CRE Matrix" OR subject:"IGR data")	2	1	True
after:2026/10/15 before:2026/10/17 ("PropEquity" OR from:[business-address-redacted] OR "Goel Ganga X")	1	1	True
after:2026/10/15 before:2026/10/17 (Kharadi OR Wagholi OR Manjiri OR Manjari) has:attachment	4	1	True
in:anywhere after:2026/10/15 before:2026/10/17 (Kharadi OR Wagholi OR Manjiri OR Manjari OR PropEquity OR crematrix.com)	4	1	True
after:2026/10/15 before:2026/10/17 ("GOEL GANGA_PUNE_FINAL" OR "Goel Ganga RERA Research" OR "GOEL GANGA PUNE_Checklist" OR "crematrix-export")	2	1	True

Original 47-source population

ID	Kind	Document	Population	Extraction	Semantic review limits
CRE-2026	CSV attachment	crematrix-export-1792051584.csv	{'rawRows': 8839, 'rowsParsed': 8839, 'columns': 39, 'allColumnNames': ['Registration Date', 'Registration Year', 'Agreement Type', 'Configuration', 'Price', 'Area', 'Area Type', 'Consideration Value', 'Reckoner Value', 'Stamp Duty', 'Floor no', 'Unit no', 'City', 'Macromarket', 'Micromarket', 'Pincode', 'Property', 'Building', 'Tower/Wing', 'Rera Code', 'Developer', 'Property Description', 'Sale Type', 'Purchaser Micromarket', 'Purchaser City', 'Purchaser Surname', 'Purchaser English Surname', 'Purchaser Age', 'Purchaser Pincode', 'Flat Sale Type', 'Rera Project Status', 'Completion Date', 'Launched Quarter', 'Project Scheme', 'Registration Quarter CY', 'Registration Quarter FY', 'Unit Type', 'Download', 'CRE ID'], 'malformedColumnRows': 0}	All source rows read; raw values preserved	Source field claims reviewed with limitations; not independent fact verification
CRE-2025-M	Excel attachment	Mundhwa_IGR_Data_17-06-2025.xlsx	{'worksheets': 1, 'worksheetsRead': 1, 'nonemptyRows': 3071, 'populatedCells': 103166, 'formulas': 0, 'cellComments': 0, 'hiddenSheets': 0, 'rawTransactionRecords': 3070, 'distinctCreIds': 3070}	All source rows read; raw values preserved	Source field claims reviewed with limitations; not independent fact verification
TARUSH-PE-CHECKLIST-XLSX	Excel attachment	GOEL GANGA PUNE_Checklist.xlsx	{'worksheets': 3, 'worksheetsRead': 3, 'nonemptyRows': 32, 'populatedCells': 176, 'formulas': 28, 'cellComments': 0, 'hiddenSheets': 0}	complete	Source field claims reviewed with limitations; not independent fact verification
TARUSH-PE-RERA-XLSX	Excel attachment	Goel Ganga RERA Research.xlsx	{'worksheets': 9, 'worksheetsRead': 9, 'nonemptyRows': 6699, 'populatedCells': 54118, 'formulas': 5488, 'cellComments': 0, 'hiddenSheets': 0}	complete	Source field claims reviewed with limitations; not independent fact verification
TARUSH-PE-20260525-PDF	PDF attachment	GOEL GANGA_PUNE_FINAL 25th May.pdf	{'pages': 93, 'pagesTextExtractionAttempted': 93, 'pagesWithRecoverableText': 93, 'priorRenderedPageFiles': 93, 'priorRecordedVisualPagesReviewed': 93, 'currentPassVisualReviewClaim': False}	complete	All93pages have fresh text extraction. Previous saved ledger records full text reading and contact-sheet visual review of93pages, detailed sales tables individually. Currentpass does not claim a new visual review of all93pages. Relevant discrepancies/checklist objections traced separately.
BRO-00	PDF attachment	#Building Permission_04-08-2023.pdf	{'pages': 14, 'pagesTextExtractionAttempted': 14, 'pagesWithRecoverableText': 0}	All pages downloaded and OCR attempted; Marathi/large drawing text not reliably recovered. Not fully studied; excluded from quantitative analysis.	Partial: original pages opened and extraction attempted; prior OCR remains unreliable. No fully studied or independently verified entitlement claim.
BRO-01	PDF attachment	#IOD Sanctioned Drawing.pdf	{'pages': 1, 'pagesTextExtractionAttempted': 1, 'pagesWithRecoverableText': 0}	All pages downloaded and OCR attempted; Marathi/large drawing text not reliably recovered. Not fully studied; excluded from quantitative analysis.	Partial: original pages opened and extraction attempted; prior OCR remains unreliable. No fully studied or independently verified entitlement claim.
BRO-02	PDF attachment	A WING REFUGE FLOOR.pdf	{'pages': 1, 'pagesTextExtractionAttempted': 1, 'pagesWithRecoverableText': 1}	All pages text-extracted; contextual design data only	Prior contextual drawing/text review retained. Fresh fullpage extraction attempted; source technical dimensions/entitlements not independently certified.
BRO-03	PDF attachment	A WING TYPICAL.pdf	{'pages': 1, 'pagesTextExtractionAttempted': 1, 'pagesWithRecoverableText': 1}	All pages text-extracted; contextual design data only	Prior contextual drawing/text review retained. Fresh fullpage extraction attempted; source technical dimensions/entitlements not independently certified.
BRO-04	PDF attachment	BASEMENT PARKING.pdf	{'pages': 1, 'pagesTextExtractionAttempted': 1, 'pagesWithRecoverableText': 1}	All pages text-extracted; contextual design data only	Prior contextual drawing/text review retained. Fresh fullpage extraction attempted; source technical dimensions/entitlements not independently certified.
BRO-05	PDF attachment	GR PARKING.pdf	{'pages': 1, 'pagesTextExtractionAttempted': 1, 'pagesWithRecoverableText': 1}	All pages text-extracted; contextual design data only	Prior contextual drawing/text review retained. Fresh fullpage extraction attempted; source technical dimensions/entitlements not independently certified.
BRO-06	PDF attachment	LAYOUT.pdf	{'pages': 1, 'pagesTextExtractionAttempted': 1, 'pagesWithRecoverableText': 1}	All pages text-extracted; contextual design data only	Prior contextual drawing/text review retained. Fresh fullpage extraction attempted; source technical dimensions/entitlements not independently certified.
BRO-07	PDF attachment	PODIUM 1 PARKING.pdf	{'pages': 1, 'pagesTextExtractionAttempted': 1, 'pagesWithRecoverableText': 1}	All pages text-extracted; contextual design data only	Prior contextual drawing/text review retained. Fresh fullpage extraction attempted; source technical dimensions/entitlements not independently certified.
BRO-08	PDF attachment	PODIUM 2 PARKING.pdf	{'pages': 1, 'pagesTextExtractionAttempted': 1, 'pagesWithRecoverableText': 1}	All pages text-extracted; contextual design data only	Prior contextual drawing/text review retained. Fresh fullpage extraction attempted; source technical dimensions/entitlements not independently certified.
BRO-09	PDF attachment	SECTION.pdf	{'pages': 1, 'pagesTextExtractionAttempted': 1, 'pagesWithRecoverableText': 1}	All pages text-extracted; contextual design data only	Prior contextual drawing/text review retained. Fresh fullpage extraction attempted; source technical dimensions/entitlements not independently certified.
BRO-10	PDF attachment	STATEMENT.pdf	{'pages': 1, 'pagesTextExtractionAttempted': 1, 'pagesWithRecoverableText': 1}	All pages text-extracted and reviewed; visual statement checked	Prior contextual drawing/text review retained. Fresh fullpage extraction attempted; source technical dimensions/entitlements not independently certified.
BRO-11	PDF attachment	DEMARCATION KHARADI SR NO 39.pdf	{'pages': 1, 'pagesTextExtractionAttempted': 1, 'pagesWithRecoverableText': 0}	All pages downloaded and OCR attempted; Marathi/large drawing text not reliably recovered. Not fully studied; excluded from quantitative analysis.	Partial: original pages opened and extraction attempted; prior OCR remains unreliable. No fully studied or independently verified entitlement claim.
BRO-12	PDF attachment	DP PLAN KHARADI SR. NO 39.pdf	{'pages': 1, 'pagesTextExtractionAttempted': 1, 'pagesWithRecoverableText': 0}	All pages OCR processed; site NOC and English text reviewed. Technical map details not interpreted as verified entitlements.	Prior contextual drawing/text review retained. Fresh fullpage extraction attempted; source technical dimensions/entitlements not independently certified.
BRO-13	PDF attachment	HEIGHT PERMISSION LETTER MOD NOC Dt. 15-07-2024 (SR NO 39) PERMISSIBLE HEIGHT 75.20 M.pdf	{'pages': 4, 'pagesTextExtractionAttempted': 4, 'pagesWithRecoverableText': 0}	All pages OCR processed; site NOC and English text reviewed. Technical map details not interpreted as verified entitlements.	Prior contextual drawing/text review retained. Fresh fullpage extraction attempted; source technical dimensions/entitlements not independently certified.
BRO-14	PDF attachment	RR RATE KHARADI SR NO 39.pdf	{'pages': 2, 'pagesTextExtractionAttempted': 2, 'pagesWithRecoverableText': 2}	All pages OCR processed; site NOC and English text reviewed. Technical map details not interpreted as verified entitlements.	Prior contextual drawing/text review retained. Fresh fullpage extraction attempted; source technical dimensions/entitlements not independently certified.
BRO-15	PDF attachment	ZONING DEMARCATION KHARADI SR NO 39.pdf	{'pages': 1, 'pagesTextExtractionAttempted': 1, 'pagesWithRecoverableText': 0}	All pages downloaded and OCR attempted; Marathi/large drawing text not reliably recovered. Not fully studied; excluded from quantitative analysis.	Partial: original pages opened and extraction attempted; prior OCR remains unreliable. No fully studied or independently verified entitlement claim.
BRO-16	Excluded contact-registration CSV	www_registrations_2026-03-07 (1).csv	{}	Excluded after schema inspection; contacts/events, not property transactions. Original personal data not copied into deliverables.	Scope exclusion verified from saved schema inspection; no claim all personal/contact rows were studied.
BRO-17	Excluded contact-registration CSV	www_registrations_2026-03-07.csv	{}	Excluded after schema inspection; contacts/events, not property transactions. Original personal data not copied into deliverables.	Scope exclusion verified from saved schema inspection; no claim all personal/contact rows were studied.
BRO-18	Excel attachment	data.xlsx	{'worksheets': 1, 'worksheetsRead': 1, 'nonemptyRows': 11, 'populatedCells': 21, 'formulas': 0, 'cellComments': 0, 'hiddenSheets': 0}	Every sheet and cell extracted and classified; full original values retained	Source field claims reviewed with limitations; not independent fact verification
BRO-19	PDF attachment	DECCAN PAPER MILL - PLOT 2D - LAYOUT-Model.pdf	{'pages': 1, 'pagesTextExtractionAttempted': 1, 'pagesWithRecoverableText': 1}	All pages text-extracted; contextual design data only	Prior contextual drawing/text review retained. Fresh fullpage extraction attempted; source technical dimensions/entitlements not independently certified.
BRO-20	Excel attachment	GLC _ SITE LIST.xlsx	{'worksheets': 1, 'worksheetsRead': 1, 'nonemptyRows': 84, 'populatedCells': 590, 'formulas': 0, 'cellComments': 0, 'hiddenSheets': 0}	Every sheet and cell extracted and classified; full original values retained	Source field claims reviewed with limitations; not independent fact verification
BRO-21	Excel attachment	THE MAN PROJECT _ SITE LIST .xlsx	{'worksheets': 1, 'worksheetsRead': 1, 'nonemptyRows': 161, 'populatedCells': 1127, 'formulas': 0, 'cellComments': 0, 'hiddenSheets': 0}	Every sheet and cell extracted and classified; full original values retained	Source field claims reviewed with limitations; not independent fact verification
BRO-22	Excel attachment	B-Wing.xlsx	{'worksheets': 1, 'worksheetsRead': 1, 'nonemptyRows': 23, 'populatedCells': 410, 'formulas': 13, 'cellComments': 0, 'hiddenSheets': 0}	Every sheet and cell extracted and classified; full original values retained	Source field claims reviewed with limitations; not independent fact verification
BRO-23	Excel attachment	C- Wing.xlsx	{'worksheets': 1, 'worksheetsRead': 1, 'nonemptyRows': 43, 'populatedCells': 977, 'formulas': 19, 'cellComments': 0, 'hiddenSheets': 0}	Every sheet and cell extracted and classified; full original values retained	Source field claims reviewed with limitations; not independent fact verification
BRO-24	Excel attachment	E-Wing.xlsx	{'worksheets': 1, 'worksheetsRead': 1, 'nonemptyRows': 47, 'populatedCells': 842, 'formulas': 13, 'cellComments': 0, 'hiddenSheets': 0}	Every sheet and cell extracted and classified; full original values retained	Source field claims reviewed with limitations; not independent fact verification
BRO-25	Excel attachment	F-Wing.xlsx	{'worksheets': 1, 'worksheetsRead': 1, 'nonemptyRows': 68, 'populatedCells': 1571, 'formulas': 19, 'cellComments': 0, 'hiddenSheets': 0}	Every sheet and cell extracted and classified; full original values retained	Source field claims reviewed with limitations; not independent fact verification
BRO-26	Image attachment	image001.jpg	{'files': 1, 'originalFilesRead': 1}	original image downloaded	Original visual reference retained; no project-specific numeric inference.
BRO-DWG-0-1	Unsupported DWG attachment	SALE PLAN 25.02.2025.dwg	{}	Unavailable: connector markedread_attachment_supported=false; no read/bypassattempt	Not studied; included in the unresolved source population and withheld from quantitative evidence.
BRO-DWG-0-2	Unsupported DWG attachment	LAYOUT.dwg	{}	Unavailable: connector markedread_attachment_supported=false; no read/bypassattempt	Not studied; included in the unresolved source population and withheld from quantitative evidence.
BRO-DWG-0-3	Unsupported DWG attachment	New block.dwg	{}	Unavailable: connector markedread_attachment_supported=false; no read/bypassattempt	Not studied; included in the unresolved source population and withheld from quantitative evidence.
BRO-DWG-0-4	Unsupported DWG attachment	Opt 5_sale plan_10.07.2026.dwg	{}	Unavailable: connector markedread_attachment_supported=false; no read/bypassattempt	Not studied; included in the unresolved source population and withheld from quantitative evidence.
BRO-DWG-1-1	Unsupported DWG attachment	09.12.2025_IOD & FIRE MD_PROJECT AT KHARADI.dwg	{}	Unavailable: connector markedread_attachment_supported=false; no read/bypassattempt	Not studied; included in the unresolved source population and withheld from quantitative evidence.
BRO-DWG-1-2	Unsupported DWG attachment	09.12.2025_IOD & FIRE MD_PROJECT AT KHARADI.dwg	{}	Unavailable: connector markedread_attachment_supported=false; no read/bypassattempt	Not studied; included in the unresolved source population and withheld from quantitative evidence.
BRO-DWG-1-3	Unsupported DWG attachment	09.12.2025_SECTIONS_PROJECT AT KHARADI.dwg	{}	Unavailable: connector markedread_attachment_supported=false; no read/bypassattempt	Not studied; included in the unresolved source population and withheld from quantitative evidence.
BRO-DWG-1-4	Unsupported DWG attachment	09.12.2025_SECTIONS_PROJECT AT KHARADI[1].dwg	{}	Unavailable: connector markedread_attachment_supported=false; no read/bypassattempt	Not studied; included in the unresolved source population and withheld from quantitative evidence.
BRO-DWG-6-0	Unsupported DWG attachment	DECCAN PAPER MILL - PLOT 2D - LAYOUT.dwg	{}	Unavailable: connector markedread_attachment_supported=false; no read/bypassattempt	Not studied; included in the unresolved source population and withheld from quantitative evidence.
BRO-WEB-57	Web/email evidence	Official 57 Avenue webpage	{}	Official page read fully; quantities captured in web_57avenue.json	Source field claims reviewed with limitations; not independent fact verification
BRO-MEDIA-EMAIL	Web/email evidence	Email body: ROS and lift branding quotation	{}	Full message read	Source field claims reviewed with limitations; not independent fact verification
PUB-MAHINDRA	Web/email evidence	Mahindra IvyLush project page	{}	Official developer page read	Source field claims reviewed with limitations; not independent fact verification
PUB-LODHA	Web/email evidence	Lodha Camelot project page	{}	Official developer page read	Source field claims reviewed with limitations; not independent fact verification
PUB-GERA	Web/email evidence	Gera official projects directory	{}	Official developer page read	Source field claims reviewed with limitations; not independent fact verification
PUB-RERA	Web/email evidence	MahaRERA registered projects portal	{}	Access failed; no direct project records verified	Source field claims reviewed with limitations; not independent fact verification

Separate V5 geography evidence

7 new public project-point references for two exact existing project/RERA identities are retained in the geography evidence register. They remain separate from the original47 and later76source entries. The current normalized research has46 project profiles and42 sourced points; the frozen baseline44/40 remains traceable. This enrichment does not verify legal boundaries, disputed configurations or current inventory.

Every workbook worksheet

Source	Sheet	State	Nonempty rows	Populated cells	Formulas
CRE-2025-M	Mundhwa IGR	visible	3071	103166	0
TARUSH-PE-CHECKLIST-XLSX	Checklist	visible	21	52	0
TARUSH-PE-CHECKLIST-XLSX	Catchment BHK Split	visible	10	123	28
TARUSH-PE-CHECKLIST-XLSX	RERA	visible	1	1	0
TARUSH-PE-RERA-XLSX	Euphoria	visible	250	1955	244
TARUSH-PE-RERA-XLSX	Dolce Vita	visible	1769	14155	1767
TARUSH-PE-RERA-XLSX	Ivylush	visible	25	184	21
TARUSH-PE-RERA-XLSX	Kohinoor Riverdale	visible	1078	8623	1076
TARUSH-PE-RERA-XLSX	Altamira	visible	481	3872	483
TARUSH-PE-RERA-XLSX	Pristine O2	visible	1269	10546	1268
TARUSH-PE-RERA-XLSX	Majestique Phase 7	visible	194	1546	192
TARUSH-PE-RERA-XLSX	Casagrand Caladium	visible	336	2687	334
TARUSH-PE-RERA-XLSX	GERAS IOJ	visible	1297	10550	103
BRO-18	Sheet1	visible	11	21	0
BRO-20	Sheet1	visible	84	590	0
BRO-21	Sheet2	visible	161	1127	0
BRO-22	Sheet1	visible	23	410	13
BRO-23	Sheet1	visible	43	977	19
BRO-24	Sheet1	visible	47	842	13
BRO-25	Sheet1	visible	68	1571	19

Original checklist: objections remain mandatory

All 21 Checklist rows were read, including continuation rows and 17 numbered reviewer items. A response referring to Excel does not prove a correction. The Pristine 4 BHK conflict remains traceable to 18 source rows at 113.35 sq m (about 1,220 sq ft), omitted from the report’s 4 BHK range on pages 41 and 51. These are unit specification rows, not 18 sales.

Row	Reviewer concern	Provider response	Audit conclusion
2	Total units launched & Absorbed	None	Updated is a sourceclaim; historicalunsold cohortscope conflicts remain. No current available inventory inferred.
3	(unsold stock data) - Page no 16 & 20	Unsold stock data point updated.	Original revieweritem andproviderresponse preserved; no independentfactverification claimed.
4	New Launch Price - Page no 21	No correction needed.	Original revieweritem andproviderresponse preserved; no independentfactverification claimed.
5	New Launch Price & Total Absorption price	No correction needed.	Original revieweritem andproviderresponse preserved; no independentfactverification claimed.
6	Ready Unsold Stock - 54000 units	Unsold stock data point updated.	Updated is a sourceclaim; historicalunsold cohortscope conflicts remain. No current available inventory inferred.
7	Distribution of New Supply & Distribution of Total Absorption - Page no 27	No are correct and match with earlier sheets of catchment(in earlier sheets units nos are rounded off for the sake of better representation.	Unresolved: provider saysrounding, but saved exact annual workbook/PDF totals still differ and not all differences are explained by ordinary nearest10 rounding.
8	SWOC ANALYSIS - Weakness - Site is also surrounded by other projects and	Updated appropriately.	Original revieweritem andproviderresponse preserved; no independentfactverification claimed.
9	does not offer any scenic views such as that	None	Original revieweritem andproviderresponse preserved; no independentfactverification claimed.
10	of river or public open green space	None	Original revieweritem andproviderresponse preserved; no independentfactverification claimed.
11	Recommendation - Proposed Potential units - 730 (Phase - 1) & 759 (Phase - 2)	Already Updated as per revised site sent by client.	Source-specific revisedsiteassumptions only; report~20.07lakh saleable andprinted1489 units vsrowssum1488, not user25lakhmodel.
12	Sales Velocity	Already Updated as per revised site sent by client.	Conditional sourceforecast; timeline/chart and quarterly table horizons differ; not historical or verified demand.
13	PROPOSED PAYMENT PLAN - with RERA guideliness'	Construction Linked MAHA RERA gudeline payment plan has been added for reference.	Paymentplan is illustrative/sourceclaim; legal/compliance status not independently certified.
14	Page No. 26 - The absorption of 1 BHK is 11% and supply is 8%. We need to check the base numbers for the same	It is correct as the nos are percentages. Please refer excel for more clarification.	Percentages reproduced asreported; underlyingconfigurationcounts compared inCatchmentBHKSplit. Doesnotjustify1BHK inourproject.
15	Page No. 40 - The carpet areas need to be cross checked as some do not match the typology or configuration mentioned	Please refer the excel provided.	Unresolved: response merely refers to Excel. Workbook-to-report range reconciliation still has7project/configuration mismatches; Pristine4BHK includes18rows at 113.35 sq m (~1220sqft) omitted fromreport4BHK sizes. Referral does not prove correction.
16	Page No. 52 - In the All Inclusive price calculation are we considering only 1 plot out of the 5, and are we launching it as a Township. Accordingly, projects positioning and pricing may change.	This requires whole new survey study and can not be provided just on basis of secondary data.	Provider explicitly says a new survey is required and secondarydata isinsufficient. Plot/township positioning premium remains unverified.
17	Can we or should we be also looking at the development density and its impact on pricing and velocity - development efficiency, tower spacing, no. of units/floor etc	None	Unanswered or no supporting causal study; density/layout speed or broader catchment conclusions remain research tasks.
18	Can we/Should we validate the impact of unit layout -	None	Unanswered or no supporting causal study; density/layout speed or broader catchment conclusions remain research tasks.
19	1) The units with L shape living and dinning space sale faster then most other layouts	None	Unanswered or no supporting causal study; density/layout speed or broader catchment conclusions remain research tasks.
20	2) Butterfly layout in 3 BHK sale faster then other 3 BHK layouts.	None	Unanswered or no supporting causal study; density/layout speed or broader catchment conclusions remain research tasks.
21	Most projects considered in the study are from Pegasus Township. We should other cluster development projects in the near vicinity	None	Unanswered or no supporting causal study; density/layout speed or broader catchment conclusions remain research tasks.

PDF coverage and semantic limits

All 93 PropEquity pages were freshly text-extracted. The existing 93 rendered page files and the prior completion ledger support the earlier recorded visual review in contact sheets. This pass does not claim a new visual review of all 93 pages. Architectural raster dimensions were not transcribed as approved areas. The May 2026 report describes itself as draft secondary research based on January–March 2026 work, despite its FINAL filename.

Source extraction is Stage 1. Independent source validation is Stage 2. Computational and recommendation gates are Stage 3. Source claims, unresolved fields and conditional forecasts never automatically become verified facts.