Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004304

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960004345

distance 0.106 · cross-district

#2 · Beedcell 4700000142

distance 0.119

#3 · Dharashivcell 4880002666

distance 0.127 · cross-district

#4 · Solapurcell 4960009839

distance 0.131 · cross-district

#5 · Washimcell 4990001509

distance 0.133 · cross-district

#6 · Dharashivcell 4880000269

distance 0.135 · cross-district

#7 · Jalgaoncell 4780000390

distance 0.138 · cross-district

#8 · Beedcell 4700006687

distance 0.143

#9 · Beedcell 4700000300

distance 0.147

#10 · Solapurcell 4960002787

distance 0.147 · cross-district

#11 · Solapurcell 4960005683

distance 0.148 · cross-district

#12 · Beedcell 4700006424

distance 0.155

#13 · Jalgaoncell 4780000391

distance 0.157 · cross-district

#14 · Dharashivcell 4880002619

distance 0.158 · cross-district

#15 · Washimcell 4990000866

distance 0.158 · cross-district

#16 · Solapurcell 4960004340

distance 0.16 · cross-district

#17 · Solapurcell 4960004932

distance 0.16 · cross-district

#18 · Akolacell 4670000425

distance 0.16 · 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":4700004304}}}'

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.