Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001565

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000003379

distance 0.19 · cross-district

#2 · Jalgaoncell 4780005395

distance 0.192 · cross-district

#3 · Chandrapurcell 4730002062

distance 0.192

#4 · Chandrapurcell 4730002216

distance 0.192

#5 · Nandedcell 4850000418

distance 0.193 · cross-district

#6 · Nagpurcell 4840001356

distance 0.196 · cross-district

#7 · Chandrapurcell 4730001737

distance 0.196

#8 · Akolacell 4670000879

distance 0.197 · cross-district

#9 · Akolacell 4670000695

distance 0.198 · cross-district

#10 · Gadchirolicell 4750003684

distance 0.199 · cross-district

#11 · Beedcell 4700004278

distance 0.2 · cross-district

#12 · Nandedcell 4850003639

distance 0.2 · cross-district

#13 · Chandrapurcell 4730002481

distance 0.2

#14 · Beedcell 4700006561

distance 0.202 · cross-district

#15 · Nagpurcell 4840001459

distance 0.202 · cross-district

#16 · Akolacell 4670001047

distance 0.203 · cross-district

#17 · Parbhanicell 4890002445

distance 0.204 · cross-district

#18 · Yavatmalcell 5000001971

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":4730001565}}}'

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.