Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009356

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

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007331

distance 0.175

#2 · Chandrapurcell 4730009299

distance 0.18

#3 · Gondiacell 4760000369

distance 0.193 · cross-district

#4 · Nagpurcell 4840000035

distance 0.204 · cross-district

#5 · Chandrapurcell 4730008658

distance 0.207

#6 · Gadchirolicell 4750010838

distance 0.214 · cross-district

#7 · Nagpurcell 4840000021

distance 0.214 · cross-district

#8 · Chandrapurcell 4730005967

distance 0.217

#9 · Yavatmalcell 5000006637

distance 0.217 · cross-district

#10 · Chandrapurcell 4730006866

distance 0.219

#11 · Gondiacell 4760000335

distance 0.219 · cross-district

#12 · Nagpurcell 4840000033

distance 0.221 · cross-district

#13 · Chandrapurcell 4730007218

distance 0.221

#14 · Chandrapurcell 4730007563

distance 0.222

#15 · Gadchirolicell 4750010772

distance 0.223 · cross-district

#16 · Chandrapurcell 4730007450

distance 0.224

#17 · Chandrapurcell 4730007335

distance 0.225

#18 · Chandrapurcell 4730007209

distance 0.225

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":4730009356}}}'

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.