Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005758

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005972

distance 0.193

#2 · Chandrapurcell 4730009267

distance 0.226

#3 · Gadchirolicell 4750009677

distance 0.231 · cross-district

#4 · Chandrapurcell 4730007000

distance 0.239

#5 · Gadchirolicell 4750010175

distance 0.24 · cross-district

#6 · Chandrapurcell 4730006266

distance 0.248

#7 · Chandrapurcell 4730007002

distance 0.252

#8 · Gondiacell 4760000008

distance 0.26 · cross-district

#9 · Yavatmalcell 5000006522

distance 0.261 · cross-district

#10 · Chandrapurcell 4730005440

distance 0.263

#11 · Chandrapurcell 4730006555

distance 0.263

#12 · Chandrapurcell 4730005651

distance 0.263

#13 · Chandrapurcell 4730007120

distance 0.265

#14 · Chandrapurcell 4730007007

distance 0.265

#15 · Gadchirolicell 4750009675

distance 0.267 · cross-district

#16 · Chandrapurcell 4730007229

distance 0.267

#17 · Gadchirolicell 4750010464

distance 0.267 · cross-district

#18 · Yavatmalcell 5000008305

distance 0.269 · 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":4730005758}}}'

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.