Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007628

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

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980003807

distance 0.164 · cross-district

#2 · Yavatmalcell 5000004439

distance 0.168 · cross-district

#3 · Yavatmalcell 5000005298

distance 0.172 · cross-district

#4 · Nandedcell 4850008983

distance 0.175 · cross-district

#5 · Chandrapurcell 4730003816

distance 0.176

#6 · Yavatmalcell 5000002569

distance 0.179 · cross-district

#7 · Bhandaracell 4710000773

distance 0.184 · cross-district

#8 · Chandrapurcell 4730007630

distance 0.186

#9 · Yavatmalcell 5000009195

distance 0.187 · cross-district

#10 · Yavatmalcell 5000007144

distance 0.19 · cross-district

#11 · Yavatmalcell 5000007145

distance 0.195 · cross-district

#12 · Yavatmalcell 5000006232

distance 0.197 · cross-district

#13 · Chandrapurcell 4730007623

distance 0.198

#14 · Yavatmalcell 5000004440

distance 0.198 · cross-district

#15 · Yavatmalcell 5000002568

distance 0.199 · cross-district

#16 · Yavatmalcell 5000002681

distance 0.2 · cross-district

#17 · Yavatmalcell 5000003497

distance 0.204 · cross-district

#18 · Yavatmalcell 5000007294

distance 0.205 · 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":4730007628}}}'

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.