Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003784

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000002907

distance 0.197 · cross-district

#2 · Chandrapurcell 4730004055

distance 0.21

#3 · Chandrapurcell 4730003875

distance 0.213

#4 · Chandrapurcell 4730002763

distance 0.221

#5 · Chandrapurcell 4730003874

distance 0.234

#6 · Chandrapurcell 4730003696

distance 0.236

#7 · Chandrapurcell 4730001827

distance 0.253

#8 · Jalgaoncell 4780007200

distance 0.254 · cross-district

#9 · Chandrapurcell 4730002316

distance 0.258

#10 · Akolacell 4670002868

distance 0.266 · cross-district

#11 · Chandrapurcell 4730002818

distance 0.268

#12 · Chandrapurcell 4730002974

distance 0.27

#13 · Jalgaoncell 4780006509

distance 0.273 · cross-district

#14 · Parbhanicell 4890001871

distance 0.277 · cross-district

#15 · Yavatmalcell 5000003937

distance 0.278 · cross-district

#16 · Nandedcell 4850006964

distance 0.279 · cross-district

#17 · Beedcell 4700004782

distance 0.279 · cross-district

#18 · Nagpurcell 4840004298

distance 0.28 · 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":4730003784}}}'

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.