Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008210

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

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000654

distance 0.201 · cross-district

#2 · Bhandaracell 4710001207

distance 0.232 · cross-district

#3 · Chandrapurcell 4730005674

distance 0.233

#4 · Chandrapurcell 4730008295

distance 0.235

#5 · Chandrapurcell 4730006238

distance 0.239

#6 · Chandrapurcell 4730007359

distance 0.243

#7 · Chandrapurcell 4730007355

distance 0.248

#8 · Chandrapurcell 4730005782

distance 0.25

#9 · Bhandaracell 4710000930

distance 0.254 · cross-district

#10 · Gondiacell 4760001092

distance 0.255 · cross-district

#11 · Chandrapurcell 4730008355

distance 0.26

#12 · Gondiacell 4760001042

distance 0.261 · cross-district

#13 · Bhandaracell 4710000651

distance 0.262 · cross-district

#14 · Nagpurcell 4840001171

distance 0.262 · cross-district

#15 · Gadchirolicell 4750010652

distance 0.263 · cross-district

#16 · Nagpurcell 4840001031

distance 0.264 · cross-district

#17 · Gondiacell 4760001147

distance 0.267 · cross-district

#18 · Chandrapurcell 4730009548

distance 0.272

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":4730008210}}}'

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.