Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002561

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 2 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 4730002094

distance 0.179

#2 · Chandrapurcell 4730002296

distance 0.181

#3 · Chandrapurcell 4730000134

distance 0.183

#4 · Chandrapurcell 4730001934

distance 0.194

#5 · Chandrapurcell 4730001831

distance 0.207

#6 · Chandrapurcell 4730001420

distance 0.207

#7 · Chandrapurcell 4730001484

distance 0.211

#8 · Chandrapurcell 4730002896

distance 0.214

#9 · Chandrapurcell 4730002626

distance 0.215

#10 · Nagpurcell 4840005075

distance 0.215 · cross-district

#11 · Chandrapurcell 4730002015

distance 0.217

#12 · Chandrapurcell 4730003878

distance 0.218

#13 · Chandrapurcell 4730002685

distance 0.218

#14 · Chandrapurcell 4730002363

distance 0.219

#15 · Chandrapurcell 4730002894

distance 0.22

#16 · Chandrapurcell 4730002369

distance 0.221

#17 · Chandrapurcell 4730002294

distance 0.222

#18 · Chandrapurcell 4730001601

distance 0.224

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":4730002561}}}'

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.