Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003968

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003779

distance 0.186

#2 · Chandrapurcell 4730002571

distance 0.188

#3 · Jalgaoncell 4780004711

distance 0.193 · cross-district

#4 · Yavatmalcell 5000001989

distance 0.199 · cross-district

#5 · Yavatmalcell 5000002356

distance 0.2 · cross-district

#6 · Gadchirolicell 4750006453

distance 0.202 · cross-district

#7 · Chandrapurcell 4730003591

distance 0.202

#8 · Hingolicell 4770000448

distance 0.206 · cross-district

#9 · Chandrapurcell 4730003776

distance 0.206

#10 · Chandrapurcell 4730002171

distance 0.209

#11 · Jalgaoncell 4780006183

distance 0.22 · cross-district

#12 · Chandrapurcell 4730002374

distance 0.221

#13 · Chandrapurcell 4730003785

distance 0.222

#14 · Chandrapurcell 4730000230

distance 0.223

#15 · Dharashivcell 4880000212

distance 0.224 · cross-district

#16 · Nagpurcell 4840006898

distance 0.225 · cross-district

#17 · Nagpurcell 4840006795

distance 0.227 · cross-district

#18 · Chandrapurcell 4730003654

distance 0.228

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":4730003968}}}'

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.