Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003516

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004123

distance 0.151

#2 · Gadchirolicell 4750007910

distance 0.181 · cross-district

#3 · Gadchirolicell 4750008684

distance 0.191 · cross-district

#4 · Chandrapurcell 4730003515

distance 0.192

#5 · Gadchirolicell 4750007968

distance 0.194 · cross-district

#6 · Amravaticell 4680000799

distance 0.2 · cross-district

#7 · Gadchirolicell 4750007595

distance 0.21 · cross-district

#8 · Chandrapurcell 4730004136

distance 0.216

#9 · Gadchirolicell 4750008975

distance 0.216 · cross-district

#10 · Chandrapurcell 4730004018

distance 0.217

#11 · Chandrapurcell 4730003224

distance 0.219

#12 · Gadchirolicell 4750009615

distance 0.219 · cross-district

#13 · Gadchirolicell 4750007747

distance 0.222 · cross-district

#14 · Gadchirolicell 4750008511

distance 0.223 · cross-district

#15 · Chandrapurcell 4730003011

distance 0.226

#16 · Chandrapurcell 4730004194

distance 0.226

#17 · Gadchirolicell 4750009616

distance 0.227 · cross-district

#18 · Nagpurcell 4840001015

distance 0.228 · 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":4730003516}}}'

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.