Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002634

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002632

distance 0.133

#2 · Chandrapurcell 4730002572

distance 0.157

#3 · Chandrapurcell 4730002758

distance 0.172

#4 · Chandrapurcell 4730002759

distance 0.198

#5 · Chandrapurcell 4730002509

distance 0.227

#6 · Jalgaoncell 4780004712

distance 0.237 · cross-district

#7 · Chandrapurcell 4730002254

distance 0.252

#8 · Jalgaoncell 4780006685

distance 0.254 · cross-district

#9 · Chandrapurcell 4730003748

distance 0.254

#10 · Chandrapurcell 4730002635

distance 0.259

#11 · Yavatmalcell 5000001428

distance 0.26 · cross-district

#12 · Chandrapurcell 4730003858

distance 0.264

#13 · Jalgaoncell 4780008007

distance 0.267 · cross-district

#14 · Chandrapurcell 4730003592

distance 0.274

#15 · Chandrapurcell 4730002820

distance 0.276

#16 · Chandrapurcell 4730000229

distance 0.279

#17 · Jalgaoncell 4780004830

distance 0.28 · cross-district

#18 · Yavatmalcell 5000001780

distance 0.281 · 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":4730002634}}}'

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.