Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003732

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960008132

distance 0.21 · cross-district

#2 · Sataracell 4940007607

distance 0.213 · cross-district

#3 · Sataracell 4940007400

distance 0.213 · cross-district

#4 · Sataracell 4940007188

distance 0.22 · cross-district

#5 · Sataracell 4940006948

distance 0.223 · cross-district

#6 · Sataracell 4940006946

distance 0.223 · cross-district

#7 · Nashikcell 4870006888

distance 0.234 · cross-district

#8 · Sataracell 4940007397

distance 0.234 · cross-district

#9 · Sataracell 4940008100

distance 0.235 · cross-district

#10 · Sataracell 4940007396

distance 0.235 · cross-district

#11 · Sataracell 4940007482

distance 0.235 · cross-district

#12 · Sataracell 4940003140

distance 0.237 · cross-district

#13 · Sataracell 4940007292

distance 0.239 · cross-district

#14 · Sataracell 4940007897

distance 0.244 · cross-district

#15 · Sataracell 4940004297

distance 0.245 · cross-district

#16 · Sataracell 4940007685

distance 0.245 · cross-district

#17 · Nashikcell 4870007184

distance 0.246 · cross-district

#18 · Punecell 4900002438

distance 0.247

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":4900003732}}}'

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.