Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004432

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

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004243

distance 0.163

#2 · Chandrapurcell 4730002482

distance 0.178

#3 · Chandrapurcell 4730004242

distance 0.178

#4 · Hingolicell 4770000445

distance 0.179 · cross-district

#5 · Chandrapurcell 4730004063

distance 0.182

#6 · Yavatmalcell 5000003379

distance 0.189 · cross-district

#7 · Chandrapurcell 4730001238

distance 0.194

#8 · Chandrapurcell 4730002216

distance 0.194

#9 · Parbhanicell 4890001947

distance 0.197 · cross-district

#10 · Hingolicell 4770000511

distance 0.199 · cross-district

#11 · Chandrapurcell 4730002546

distance 0.199

#12 · Chandrapurcell 4730000996

distance 0.2

#13 · Hingolicell 4770000438

distance 0.2 · cross-district

#14 · Hingolicell 4770000404

distance 0.204 · cross-district

#15 · Nandedcell 4850000956

distance 0.204 · cross-district

#16 · Chandrapurcell 4730002213

distance 0.205

#17 · Nandedcell 4850008992

distance 0.205 · cross-district

#18 · Hingolicell 4770000567

distance 0.206 · 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":4730004432}}}'

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.