Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008506

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

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008956

distance 0.166

#2 · Chandrapurcell 4730008660

distance 0.172

#3 · Chandrapurcell 4730008885

distance 0.182

#4 · Chandrapurcell 4730004486

distance 0.19

#5 · Gadchirolicell 4750010902

distance 0.198 · cross-district

#6 · Chandrapurcell 4730009021

distance 0.201

#7 · Chandrapurcell 4730008195

distance 0.216

#8 · Bhandaracell 4710000122

distance 0.22 · cross-district

#9 · Nagpurcell 4840000333

distance 0.221 · cross-district

#10 · Gondiacell 4760001314

distance 0.221 · cross-district

#11 · Chandrapurcell 4730007453

distance 0.224

#12 · Gadchirolicell 4750010251

distance 0.228 · cross-district

#13 · Bhandaracell 4710000163

distance 0.228 · cross-district

#14 · Chandrapurcell 4730008881

distance 0.228

#15 · Gondiacell 4760000068

distance 0.229 · cross-district

#16 · Nagpurcell 4840000590

distance 0.23 · cross-district

#17 · Bhandaracell 4710000640

distance 0.231 · cross-district

#18 · Chandrapurcell 4730008531

distance 0.232

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":4730008506}}}'

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.