Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009347

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

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007569

distance 0.153

#2 · Chandrapurcell 4730008542

distance 0.255

#3 · Chandrapurcell 4730008225

distance 0.266

#4 · Chandrapurcell 4730008393

distance 0.283

#5 · Bhandaracell 4710000187

distance 0.284 · cross-district

#6 · Chandrapurcell 4730008629

distance 0.288

#7 · Gondiacell 4760001193

distance 0.29 · cross-district

#8 · Gadchirolicell 4750011581

distance 0.297 · cross-district

#9 · Chandrapurcell 4730008706

distance 0.3

#10 · Gadchirolicell 4750011375

distance 0.301 · cross-district

#11 · Nagpurcell 4840000203

distance 0.301 · cross-district

#12 · Gadchirolicell 4750011035

distance 0.309 · cross-district

#13 · Chandrapurcell 4730007224

distance 0.309

#14 · Chandrapurcell 4730007828

distance 0.31

#15 · Chandrapurcell 4730009071

distance 0.312

#16 · Chandrapurcell 4730009705

distance 0.312

#17 · Chandrapurcell 4730007471

distance 0.317

#18 · Chandrapurcell 4730009707

distance 0.317

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":4730009347}}}'

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.