Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005641

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750011724

distance 0.172 · cross-district

#2 · Chandrapurcell 4730006209

distance 0.177

#3 · Gadchirolicell 4750010710

distance 0.191 · cross-district

#4 · Gondiacell 4760000496

distance 0.193 · cross-district

#5 · Chandrapurcell 4730006557

distance 0.194

#6 · Bhandaracell 4710000074

distance 0.195 · cross-district

#7 · Chandrapurcell 4730008482

distance 0.197

#8 · Chandrapurcell 4730005973

distance 0.197

#9 · Chandrapurcell 4730006552

distance 0.198

#10 · Gondiacell 4760000546

distance 0.201 · cross-district

#11 · Chandrapurcell 4730009317

distance 0.201

#12 · Gondiacell 4760000547

distance 0.202 · cross-district

#13 · Yavatmalcell 5000009804

distance 0.203 · cross-district

#14 · Gadchirolicell 4750010910

distance 0.207 · cross-district

#15 · Chandrapurcell 4730009228

distance 0.208

#16 · Chandrapurcell 4730007501

distance 0.208

#17 · Gondiacell 4760000212

distance 0.209 · cross-district

#18 · Chandrapurcell 4730009098

distance 0.21

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":4730005641}}}'

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.