Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007828

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008225

distance 0.105

#2 · Chandrapurcell 4730008782

distance 0.136

#3 · Chandrapurcell 4730008629

distance 0.175

#4 · Chandrapurcell 4730008706

distance 0.197

#5 · Chandrapurcell 4730008393

distance 0.212

#6 · Chandrapurcell 4730007569

distance 0.212

#7 · Chandrapurcell 4730007224

distance 0.231

#8 · Chandrapurcell 4730007471

distance 0.231

#9 · Chandrapurcell 4730007717

distance 0.244

#10 · Gondiacell 4760001038

distance 0.25 · cross-district

#11 · Chandrapurcell 4730007937

distance 0.258

#12 · Jalgaoncell 4780000328

distance 0.262 · cross-district

#13 · Gondiacell 4760000714

distance 0.265 · cross-district

#14 · Chandrapurcell 4730008311

distance 0.276

#15 · Gadchirolicell 4750011383

distance 0.278 · cross-district

#16 · Jalgaoncell 4780000547

distance 0.286 · cross-district

#17 · Gadchirolicell 4750011503

distance 0.287 · cross-district

#18 · Chandrapurcell 4730008551

distance 0.289

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":4730007828}}}'

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.