Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008953

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660005610

distance 0.199 · cross-district

#2 · Beedcell 4700004943

distance 0.245

#3 · Chhatrapati Sambhajinagarcell 4690000095

distance 0.27 · cross-district

#4 · Beedcell 4700008949

distance 0.273

#5 · Ahmednagarcell 4660011368

distance 0.278 · cross-district

#6 · Ahmednagarcell 4660012816

distance 0.282 · cross-district

#7 · Solapurcell 4960005453

distance 0.283 · cross-district

#8 · Parbhanicell 4890001253

distance 0.292 · cross-district

#9 · Solapurcell 4960003965

distance 0.294 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690001834

distance 0.297 · cross-district

#11 · Ahmednagarcell 4660011202

distance 0.297 · cross-district

#12 · Parbhanicell 4890002711

distance 0.297 · cross-district

#13 · Ahmednagarcell 4660010085

distance 0.298 · cross-district

#14 · Dharashivcell 4880006032

distance 0.298 · cross-district

#15 · Ahmednagarcell 4660014033

distance 0.299 · cross-district

#16 · Dharashivcell 4880001597

distance 0.301 · cross-district

#17 · Dharashivcell 4880001250

distance 0.302 · cross-district

#18 · Solapurcell 4960012663

distance 0.303 · 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":4700008953}}}'

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.