Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007260

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

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750011991

distance 0.176 · cross-district

#2 · Bhandaracell 4710001032

distance 0.185 · cross-district

#3 · Gadchirolicell 4750010834

distance 0.223 · cross-district

#4 · Gadchirolicell 4750010775

distance 0.229 · cross-district

#5 · Gadchirolicell 4750011988

distance 0.24 · cross-district

#6 · Bhandaracell 4710000294

distance 0.241 · cross-district

#7 · Gondiacell 4760000365

distance 0.248 · cross-district

#8 · Chandrapurcell 4730009298

distance 0.253

#9 · Bhandaracell 4710000691

distance 0.257 · cross-district

#10 · Bhandaracell 4710000643

distance 0.257 · cross-district

#11 · Gadchirolicell 4750010118

distance 0.259 · cross-district

#12 · Gadchirolicell 4750010381

distance 0.261 · cross-district

#13 · Gadchirolicell 4750010797

distance 0.261 · cross-district

#14 · Bhandaracell 4710001246

distance 0.263 · cross-district

#15 · Bhandaracell 4710000690

distance 0.277 · cross-district

#16 · Bhandaracell 4710001204

distance 0.278 · cross-district

#17 · Bhandaracell 4710001200

distance 0.281 · cross-district

#18 · Chandrapurcell 4730007146

distance 0.288

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":4730007260}}}'

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.