Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003906

The MH-36 locality cells most similar to this Pune cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007761

distance 0.236

#2 · Punecell 4900007016

distance 0.242

#3 · Nashikcell 4870002753

distance 0.252 · cross-district

#4 · Kolhapurcell 4800004289

distance 0.255 · cross-district

#5 · Sataracell 4940008681

distance 0.262 · cross-district

#6 · Beedcell 4700006233

distance 0.269 · cross-district

#7 · Punecell 4900005383

distance 0.271

#8 · Punecell 4900005670

distance 0.272

#9 · Punecell 4900000398

distance 0.273

#10 · Punecell 4900001897

distance 0.274

#11 · Beedcell 4700006136

distance 0.277 · cross-district

#12 · Punecell 4900005546

distance 0.278

#13 · Sanglicell 4930004995

distance 0.281 · cross-district

#14 · Jalgaoncell 4780007540

distance 0.284 · cross-district

#15 · Punecell 4900005678

distance 0.285

#16 · Sataracell 4940008749

distance 0.288 · cross-district

#17 · Beedcell 4700004772

distance 0.29 · cross-district

#18 · Punecell 4900000251

distance 0.291

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":490,"cluster_id":4900003906}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.