Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007274

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000006101

distance 0.178 · cross-district

#2 · Chandrapurcell 4730007507

distance 0.18

#3 · Yavatmalcell 5000005799

distance 0.182 · cross-district

#4 · Chandrapurcell 4730006825

distance 0.183

#5 · Chandrapurcell 4730007509

distance 0.19

#6 · Chandrapurcell 4730007045

distance 0.193

#7 · Chandrapurcell 4730007167

distance 0.194

#8 · Chandrapurcell 4730007164

distance 0.196

#9 · Yavatmalcell 5000007552

distance 0.199 · cross-district

#10 · Yavatmalcell 5000004591

distance 0.201 · cross-district

#11 · Yavatmalcell 5000006374

distance 0.201 · cross-district

#12 · Yavatmalcell 5000006622

distance 0.201 · cross-district

#13 · Yavatmalcell 5000004586

distance 0.203 · cross-district

#14 · Yavatmalcell 5000007291

distance 0.204 · cross-district

#15 · Yavatmalcell 5000003520

distance 0.204 · cross-district

#16 · Chandrapurcell 4730006816

distance 0.204

#17 · Yavatmalcell 5000004236

distance 0.205 · cross-district

#18 · Yavatmalcell 5000006505

distance 0.207 · 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":4730007274}}}'

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.