Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002949

The MH-36 locality cells most similar to this Beed 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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003637

distance 0.214

#2 · Parbhanicell 4890000325

distance 0.224 · cross-district

#3 · Jalgaoncell 4780000616

distance 0.231 · cross-district

#4 · Jalgaoncell 4780000205

distance 0.236 · cross-district

#5 · Beedcell 4700002943

distance 0.238

#6 · Laturcell 4810005243

distance 0.241 · cross-district

#7 · Nagpurcell 4840002619

distance 0.244 · cross-district

#8 · Beedcell 4700003106

distance 0.248

#9 · Laturcell 4810005076

distance 0.25 · cross-district

#10 · Chandrapurcell 4730001004

distance 0.253 · cross-district

#11 · Beedcell 4700002951

distance 0.258

#12 · Jalgaoncell 4780007129

distance 0.26 · cross-district

#13 · Beedcell 4700001945

distance 0.262

#14 · Jalgaoncell 4780000309

distance 0.262 · cross-district

#15 · Jalgaoncell 4780008801

distance 0.266 · cross-district

#16 · Jalgaoncell 4780009008

distance 0.267 · cross-district

#17 · Nagpurcell 4840001690

distance 0.268 · cross-district

#18 · Yavatmalcell 5000002201

distance 0.269 · 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":470,"cluster_id":4700002949}}}'

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.