Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001940

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

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002358

distance 0.134

#2 · Chandrapurcell 4730002025

distance 0.158

#3 · Chandrapurcell 4730002619

distance 0.17

#4 · Chandrapurcell 4730001497

distance 0.188

#5 · Chandrapurcell 4730004233

distance 0.192

#6 · Yavatmalcell 5000002357

distance 0.195 · cross-district

#7 · Chandrapurcell 4730001423

distance 0.197

#8 · Chandrapurcell 4730001610

distance 0.202

#9 · Chandrapurcell 4730002012

distance 0.205

#10 · Nandedcell 4850002114

distance 0.207 · cross-district

#11 · Chandrapurcell 4730001051

distance 0.213

#12 · Hingolicell 4770000187

distance 0.216 · cross-district

#13 · Nandedcell 4850002457

distance 0.216 · cross-district

#14 · Chandrapurcell 4730001927

distance 0.219

#15 · Hingolicell 4770000659

distance 0.221 · cross-district

#16 · Nandedcell 4850002559

distance 0.222 · cross-district

#17 · Chandrapurcell 4730002097

distance 0.224

#18 · Chandrapurcell 4730002293

distance 0.225

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":4730001940}}}'

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.