Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004397

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.063

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003593

distance 0.063

#2 · Chandrapurcell 4730003848

distance 0.071

#3 · Chandrapurcell 4730004404

distance 0.103

#4 · Chandrapurcell 4730003846

distance 0.112

#5 · Gadchirolicell 4750008231

distance 0.126 · cross-district

#6 · Chandrapurcell 4730003938

distance 0.128

#7 · Chandrapurcell 4730003672

distance 0.13

#8 · Chandrapurcell 4730004400

distance 0.132

#9 · Chandrapurcell 4730004307

distance 0.134

#10 · Chandrapurcell 4730004030

distance 0.135

#11 · Chandrapurcell 4730004216

distance 0.144

#12 · Chandrapurcell 4730003498

distance 0.145

#13 · Gadchirolicell 4750007353

distance 0.166 · cross-district

#14 · Chandrapurcell 4730004209

distance 0.168

#15 · Gadchirolicell 4750009366

distance 0.174 · cross-district

#16 · Chandrapurcell 4730003728

distance 0.176

#17 · Yavatmalcell 5000008244

distance 0.177 · cross-district

#18 · Gadchirolicell 4750009014

distance 0.177 · cross-district

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":4730004397}}}'

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.