Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003374

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

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002694

distance 0.206

#2 · Chandrapurcell 4730002635

distance 0.206

#3 · Yavatmalcell 5000003398

distance 0.211 · cross-district

#4 · Yavatmalcell 5000002358

distance 0.216 · cross-district

#5 · Chandrapurcell 4730003373

distance 0.231

#6 · Chandrapurcell 4730002756

distance 0.237

#7 · Chandrapurcell 4730001828

distance 0.238

#8 · Yavatmalcell 5000001428

distance 0.239 · cross-district

#9 · Chandrapurcell 4730007008

distance 0.24

#10 · Jalgaoncell 4780006490

distance 0.244 · cross-district

#11 · Chandrapurcell 4730002816

distance 0.247

#12 · Chandrapurcell 4730000229

distance 0.249

#13 · Jalgaoncell 4780006641

distance 0.253 · cross-district

#14 · Chandrapurcell 4730000176

distance 0.254

#15 · Washimcell 4990002779

distance 0.255 · cross-district

#16 · Chandrapurcell 4730002755

distance 0.265

#17 · Chandrapurcell 4730003364

distance 0.265

#18 · Washimcell 4990002568

distance 0.265 · 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":4730003374}}}'

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.