Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003721

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

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003558

distance 0.189

#2 · Ahmednagarcell 4660014448

distance 0.208 · cross-district

#3 · Beedcell 4700005087

distance 0.237

#4 · Kolhapurcell 4800002628

distance 0.244 · cross-district

#5 · Dhulecell 4740004715

distance 0.253 · cross-district

#6 · Ahmednagarcell 4660000267

distance 0.257 · cross-district

#7 · Solapurcell 4960010658

distance 0.258 · cross-district

#8 · Beedcell 4700007298

distance 0.262

#9 · Solapurcell 4960004359

distance 0.263 · cross-district

#10 · Dharashivcell 4880002706

distance 0.269 · cross-district

#11 · Ahmednagarcell 4660003475

distance 0.272 · cross-district

#12 · Ahmednagarcell 4660013998

distance 0.276 · cross-district

#13 · Beedcell 4700007857

distance 0.278

#14 · Solapurcell 4960000935

distance 0.28 · cross-district

#15 · Ahmednagarcell 4660001672

distance 0.281 · cross-district

#16 · Solapurcell 4960000180

distance 0.281 · cross-district

#17 · Punecell 4900006296

distance 0.282 · cross-district

#18 · Beedcell 4700002132

distance 0.286

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":4700003721}}}'

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.