Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002780

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003125

distance 0.164

#2 · Parbhanicell 4890000129

distance 0.165 · cross-district

#3 · Beedcell 4700003126

distance 0.171

#4 · Beedcell 4700000610

distance 0.18

#5 · Parbhanicell 4890000110

distance 0.193 · cross-district

#6 · Parbhanicell 4890000098

distance 0.199 · cross-district

#7 · Beedcell 4700002117

distance 0.2

#8 · Parbhanicell 4890000151

distance 0.203 · cross-district

#9 · Laturcell 4810005756

distance 0.205 · cross-district

#10 · Beedcell 4700002610

distance 0.209

#11 · Parbhanicell 4890000000

distance 0.22 · cross-district

#12 · Beedcell 4700008058

distance 0.221

#13 · Laturcell 4810005659

distance 0.222 · cross-district

#14 · Parbhanicell 4890000096

distance 0.225 · cross-district

#15 · Parbhanicell 4890000142

distance 0.229 · cross-district

#16 · Dharashivcell 4880006227

distance 0.23 · cross-district

#17 · Parbhanicell 4890000064

distance 0.23 · cross-district

#18 · Laturcell 4810005480

distance 0.231 · 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":4700002780}}}'

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.