Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003582

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

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003583

distance 0.119

#2 · Chandrapurcell 4730004198

distance 0.126

#3 · Chandrapurcell 4730004290

distance 0.129

#4 · Chandrapurcell 4730003159

distance 0.137

#5 · Gadchirolicell 4750007957

distance 0.139 · cross-district

#6 · Chandrapurcell 4730008104

distance 0.142

#7 · Chandrapurcell 4730003019

distance 0.142

#8 · Chandrapurcell 4730004902

distance 0.143

#9 · Chandrapurcell 4730003739

distance 0.144

#10 · Chandrapurcell 4730003359

distance 0.148

#11 · Chandrapurcell 4730003291

distance 0.148

#12 · Chandrapurcell 4730003292

distance 0.15

#13 · Chandrapurcell 4730003508

distance 0.155

#14 · Chandrapurcell 4730003514

distance 0.156

#15 · Chandrapurcell 4730003089

distance 0.156

#16 · Chandrapurcell 4730004104

distance 0.157

#17 · Gadchirolicell 4750009860

distance 0.159 · cross-district

#18 · Chandrapurcell 4730002945

distance 0.161

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":4730003582}}}'

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.