Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003439

The MH-36 locality cells most similar to this Chandrapur 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004184

distance 0.083

#2 · Chandrapurcell 4730003932

distance 0.09

#3 · Chandrapurcell 4730004398

distance 0.094

#4 · Chandrapurcell 4730003735

distance 0.121

#5 · Chandrapurcell 4730003823

distance 0.122

#6 · Chandrapurcell 4730003820

distance 0.129

#7 · Gadchirolicell 4750008740

distance 0.138 · cross-district

#8 · Chandrapurcell 4730003828

distance 0.141

#9 · Chandrapurcell 4730008010

distance 0.142

#10 · Chandrapurcell 4730003912

distance 0.142

#11 · Chandrapurcell 4730004019

distance 0.149

#12 · Chandrapurcell 4730003916

distance 0.149

#13 · Gadchirolicell 4750008106

distance 0.155 · cross-district

#14 · Gadchirolicell 4750008105

distance 0.156 · cross-district

#15 · Chandrapurcell 4730003424

distance 0.161

#16 · Chandrapurcell 4730004101

distance 0.163

#17 · Gadchirolicell 4750010446

distance 0.168 · cross-district

#18 · Chandrapurcell 4730003661

distance 0.169

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":473,"cluster_id":4730003439}}}'

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.