Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007332

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

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007323

distance 0.101

#2 · Chandrapurcell 4730007333

distance 0.119

#3 · Chandrapurcell 4730007337

distance 0.16

#4 · Chandrapurcell 4730006878

distance 0.165

#5 · Yavatmalcell 5000005293

distance 0.17 · cross-district

#6 · Yavatmalcell 5000005457

distance 0.174 · cross-district

#7 · Chandrapurcell 4730007308

distance 0.175

#8 · Chandrapurcell 4730007536

distance 0.177

#9 · Chandrapurcell 4730006650

distance 0.177

#10 · Chandrapurcell 4730004949

distance 0.178

#11 · Chandrapurcell 4730006879

distance 0.178

#12 · Chandrapurcell 4730007422

distance 0.178

#13 · Chandrapurcell 4730004942

distance 0.179

#14 · Chandrapurcell 4730004855

distance 0.179

#15 · Yavatmalcell 5000005295

distance 0.18 · cross-district

#16 · Yavatmalcell 5000005460

distance 0.18 · cross-district

#17 · Yavatmalcell 5000005294

distance 0.182 · cross-district

#18 · Yavatmalcell 5000005129

distance 0.182 · 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":4730007332}}}'

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.