Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009541

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009542

distance 0.179

#2 · Chandrapurcell 4730008663

distance 0.222

#3 · Chandrapurcell 4730009429

distance 0.231

#4 · Chandrapurcell 4730009484

distance 0.235

#5 · Chandrapurcell 4730009660

distance 0.236

#6 · Chandrapurcell 4730008652

distance 0.239

#7 · Chandrapurcell 4730008578

distance 0.241

#8 · Chandrapurcell 4730009647

distance 0.243

#9 · Nagpurcell 4840000014

distance 0.245 · cross-district

#10 · Bhandaracell 4710000730

distance 0.257 · cross-district

#11 · Bhandaracell 4710001123

distance 0.267 · cross-district

#12 · Gondiacell 4760000428

distance 0.273 · cross-district

#13 · Bhandaracell 4710001477

distance 0.274 · cross-district

#14 · Chandrapurcell 4730009160

distance 0.277

#15 · Bhandaracell 4710000686

distance 0.282 · cross-district

#16 · Chandrapurcell 4730008575

distance 0.284

#17 · Chandrapurcell 4730007351

distance 0.284

#18 · Bhandaracell 4710001282

distance 0.291 · 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":4730009541}}}'

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.