Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006058

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002637

distance 0.155

#2 · Punecell 4900004859

distance 0.163

#3 · Punecell 4900008643

distance 0.168

#4 · Ahmednagarcell 4660000883

distance 0.169 · cross-district

#5 · Punecell 4900004873

distance 0.174

#6 · Solapurcell 4960012186

distance 0.178 · cross-district

#7 · Punecell 4900006413

distance 0.178

#8 · Beedcell 4700003472

distance 0.18 · cross-district

#9 · Solapurcell 4960012193

distance 0.18 · cross-district

#10 · Beedcell 4700003135

distance 0.182 · cross-district

#11 · Ahmednagarcell 4660000075

distance 0.185 · cross-district

#12 · Ahmednagarcell 4660001343

distance 0.185 · cross-district

#13 · Sanglicell 4930006164

distance 0.187 · cross-district

#14 · Punecell 4900007144

distance 0.187

#15 · Punecell 4900004179

distance 0.187

#16 · Punecell 4900005541

distance 0.188

#17 · Punecell 4900007516

distance 0.193

#18 · Punecell 4900007749

distance 0.193

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":4900006058}}}'

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.