Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005237

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

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005232

distance 0.185

#2 · Chandrapurcell 4730004566

distance 0.199

#3 · Chandrapurcell 4730006996

distance 0.202

#4 · Chandrapurcell 4730007100

distance 0.207

#5 · Gondiacell 4760000003

distance 0.214 · cross-district

#6 · Chandrapurcell 4730007468

distance 0.216

#7 · Gadchirolicell 4750012093

distance 0.221 · cross-district

#8 · Chandrapurcell 4730006318

distance 0.224

#9 · Yavatmalcell 5000006384

distance 0.225 · cross-district

#10 · Gondiacell 4760000273

distance 0.226 · cross-district

#11 · Chandrapurcell 4730007237

distance 0.226

#12 · Gondiacell 4760000547

distance 0.228 · cross-district

#13 · Gadchirolicell 4750010861

distance 0.229 · cross-district

#14 · Chandrapurcell 4730007216

distance 0.231

#15 · Chandrapurcell 4730004577

distance 0.233

#16 · Chandrapurcell 4730006315

distance 0.234

#17 · Chandrapurcell 4730007117

distance 0.235

#18 · Jalgaoncell 4780001110

distance 0.235 · 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":4730005237}}}'

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.