Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001533

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002041

distance 0.116

#2 · Chandrapurcell 4730001071

distance 0.172

#3 · Chandrapurcell 4730004885

distance 0.198

#4 · Gondiacell 4760001097

distance 0.222 · cross-district

#5 · Chandrapurcell 4730001625

distance 0.223

#6 · Chandrapurcell 4730000810

distance 0.228

#7 · Chandrapurcell 4730002190

distance 0.239

#8 · Chandrapurcell 4730002258

distance 0.251

#9 · Bhandaracell 4710000609

distance 0.254 · cross-district

#10 · Yavatmalcell 5000010078

distance 0.259 · cross-district

#11 · Chandrapurcell 4730003093

distance 0.26

#12 · Bhandaracell 4710001197

distance 0.261 · cross-district

#13 · Nagpurcell 4840004204

distance 0.272 · cross-district

#14 · Chandrapurcell 4730007355

distance 0.273

#15 · Chandrapurcell 4730000286

distance 0.274

#16 · Chandrapurcell 4730004598

distance 0.276

#17 · Jalgaoncell 4780006666

distance 0.277 · cross-district

#18 · Jalgaoncell 4780006359

distance 0.278 · 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":4730001533}}}'

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.