Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001302

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001487

distance 0.167

#2 · Chandrapurcell 4730001401

distance 0.209

#3 · Chandrapurcell 4730001925

distance 0.222

#4 · Chandrapurcell 4730001314

distance 0.233

#5 · Yavatmalcell 5000007175

distance 0.24 · cross-district

#6 · Chandrapurcell 4730001591

distance 0.24

#7 · Chandrapurcell 4730001938

distance 0.244

#8 · Chandrapurcell 4730001579

distance 0.248

#9 · Yavatmalcell 5000007277

distance 0.25 · cross-district

#10 · Chandrapurcell 4730001395

distance 0.25

#11 · Chhatrapati Sambhajinagarcell 4690005863

distance 0.253 · cross-district

#12 · Chandrapurcell 4730002478

distance 0.253

#13 · Yavatmalcell 5000008075

distance 0.258 · cross-district

#14 · Chandrapurcell 4730002238

distance 0.264

#15 · Yavatmalcell 5000005966

distance 0.266 · cross-district

#16 · Yavatmalcell 5000006489

distance 0.267 · cross-district

#17 · Yavatmalcell 5000008188

distance 0.268 · cross-district

#18 · Ahmednagarcell 4660013067

distance 0.271 · 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":4730001302}}}'

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.