Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004477

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 2 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004337

distance 0.108

#2 · Punecell 4900003111

distance 0.121

#3 · Punecell 4900003110

distance 0.126

#4 · Punecell 4900003642

distance 0.13

#5 · Punecell 4900003638

distance 0.132

#6 · Punecell 4900002375

distance 0.137

#7 · Punecell 4900003106

distance 0.14

#8 · Punecell 4900003631

distance 0.141

#9 · Punecell 4900004196

distance 0.147

#10 · Punecell 4900003109

distance 0.157

#11 · Punecell 4900003925

distance 0.16

#12 · Punecell 4900002968

distance 0.161

#13 · Raigadcell 4910002113

distance 0.169 · cross-district

#14 · Punecell 4900003643

distance 0.184

#15 · Punecell 4900004333

distance 0.185

#16 · Punecell 4900004334

distance 0.187

#17 · Punecell 4900005166

distance 0.189

#18 · Punecell 4900005287

distance 0.189

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":4900004477}}}'

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.