Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003674

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

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003514

distance 0.13

#2 · Beedcell 4700004170

distance 0.133

#3 · Beedcell 4700003502

distance 0.135

#4 · Beedcell 4700004874

distance 0.139

#5 · Ahmednagarcell 4660002264

distance 0.145 · cross-district

#6 · Beedcell 4700004342

distance 0.147

#7 · Ahmednagarcell 4660005070

distance 0.152 · cross-district

#8 · Beedcell 4700003499

distance 0.153

#9 · Ahmednagarcell 4660002440

distance 0.159 · cross-district

#10 · Solapurcell 4960000964

distance 0.164 · cross-district

#11 · Ahmednagarcell 4660000326

distance 0.166 · cross-district

#12 · Ahmednagarcell 4660008898

distance 0.174 · cross-district

#13 · Solapurcell 4960008202

distance 0.174 · cross-district

#14 · Dharashivcell 4880003369

distance 0.176 · cross-district

#15 · Ahmednagarcell 4660002058

distance 0.178 · cross-district

#16 · Beedcell 4700003672

distance 0.179

#17 · Solapurcell 4960008425

distance 0.18 · cross-district

#18 · Ahmednagarcell 4660000578

distance 0.181 · 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":4700003674}}}'

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.