Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007547

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

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007432

distance 0.248

#2 · Chandrapurcell 4730004564

distance 0.249

#3 · Nagpurcell 4840004847

distance 0.251 · cross-district

#4 · Gadchirolicell 4750009156

distance 0.256 · cross-district

#5 · Yavatmalcell 5000007913

distance 0.265 · cross-district

#6 · Gondiacell 4760000985

distance 0.266 · cross-district

#7 · Chandrapurcell 4730005891

distance 0.276

#8 · Yavatmalcell 5000008362

distance 0.28 · cross-district

#9 · Chandrapurcell 4730008169

distance 0.281

#10 · Yavatmalcell 5000008164

distance 0.296 · cross-district

#11 · Chandrapurcell 4730007662

distance 0.296

#12 · Yavatmalcell 5000007786

distance 0.306 · cross-district

#13 · Chandrapurcell 4730008007

distance 0.318

#14 · Nagpurcell 4840000886

distance 0.318 · cross-district

#15 · Chandrapurcell 4730009688

distance 0.319

#16 · Chandrapurcell 4730009163

distance 0.32

#17 · Nagpurcell 4840003515

distance 0.323 · cross-district

#18 · Chandrapurcell 4730008653

distance 0.324

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":4730007547}}}'

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.