Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008835

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

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008101

distance 0.177

#2 · Chandrapurcell 4730009122

distance 0.196

#3 · Chandrapurcell 4730003660

distance 0.197

#4 · Chandrapurcell 4730009256

distance 0.198

#5 · Chandrapurcell 4730007674

distance 0.201

#6 · Gadchirolicell 4750008679

distance 0.202 · cross-district

#7 · Chandrapurcell 4730003512

distance 0.205

#8 · Chandrapurcell 4730009125

distance 0.208

#9 · Gadchirolicell 4750009507

distance 0.211 · cross-district

#10 · Chandrapurcell 4730003440

distance 0.213

#11 · Chandrapurcell 4730004884

distance 0.214

#12 · Chandrapurcell 4730007902

distance 0.215

#13 · Chandrapurcell 4730004591

distance 0.215

#14 · Yavatmalcell 5000007734

distance 0.217 · cross-district

#15 · Yavatmalcell 5000010179

distance 0.219 · cross-district

#16 · Gadchirolicell 4750008910

distance 0.22 · cross-district

#17 · Wardhacell 4980001556

distance 0.223 · cross-district

#18 · Wardhacell 4980000968

distance 0.227 · 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":4730008835}}}'

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.