Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006672

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004361

distance 0.201

#2 · Chandrapurcell 4730007130

distance 0.214

#3 · Chandrapurcell 4730008297

distance 0.233

#4 · Chandrapurcell 4730005667

distance 0.239

#5 · Gadchirolicell 4750009159

distance 0.24 · cross-district

#6 · Chandrapurcell 4730004953

distance 0.25

#7 · Gondiacell 4760000365

distance 0.26 · cross-district

#8 · Gadchirolicell 4750008135

distance 0.267 · cross-district

#9 · Chandrapurcell 4730008025

distance 0.268

#10 · Chandrapurcell 4730008867

distance 0.282

#11 · Gadchirolicell 4750011437

distance 0.285 · cross-district

#12 · Chandrapurcell 4730008112

distance 0.287

#13 · Chandrapurcell 4730007484

distance 0.287

#14 · Chandrapurcell 4730008452

distance 0.288

#15 · Chandrapurcell 4730004663

distance 0.292

#16 · Gadchirolicell 4750006310

distance 0.294 · cross-district

#17 · Chandrapurcell 4730008603

distance 0.298

#18 · Gadchirolicell 4750009209

distance 0.299 · 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":4730006672}}}'

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.