Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002657

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003474

distance 0.104

#2 · Chandrapurcell 4730000995

distance 0.131

#3 · Chandrapurcell 4730003996

distance 0.132

#4 · Chandrapurcell 4730004181

distance 0.141

#5 · Chandrapurcell 4730003722

distance 0.143

#6 · Chandrapurcell 4730003061

distance 0.145

#7 · Gadchirolicell 4750005898

distance 0.16 · cross-district

#8 · Gadchirolicell 4750005839

distance 0.169 · cross-district

#9 · Chandrapurcell 4730004357

distance 0.169

#10 · Gadchirolicell 4750005580

distance 0.171 · cross-district

#11 · Chandrapurcell 4730003727

distance 0.173

#12 · Chandrapurcell 4730002780

distance 0.174

#13 · Chandrapurcell 4730003809

distance 0.174

#14 · Gadchirolicell 4750005933

distance 0.177 · cross-district

#15 · Gadchirolicell 4750006260

distance 0.178 · cross-district

#16 · Chandrapurcell 4730004370

distance 0.178

#17 · Chandrapurcell 4730003275

distance 0.178

#18 · Chandrapurcell 4730006669

distance 0.18

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":4730002657}}}'

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.