Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003933

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960004952

distance 0.152 · cross-district

#2 · Beedcell 4700004619

distance 0.163

#3 · Beedcell 4700007062

distance 0.164

#4 · Beedcell 4700005291

distance 0.176

#5 · Dharashivcell 4880004359

distance 0.19 · cross-district

#6 · Jalnacell 4790002823

distance 0.194 · cross-district

#7 · Sanglicell 4930004594

distance 0.197 · cross-district

#8 · Akolacell 4670003470

distance 0.197 · cross-district

#9 · Jalgaoncell 4780003741

distance 0.197 · cross-district

#10 · Laturcell 4810002360

distance 0.203 · cross-district

#11 · Solapurcell 4960011714

distance 0.207 · cross-district

#12 · Akolacell 4670000320

distance 0.208 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000990

distance 0.208 · cross-district

#14 · Washimcell 4990001600

distance 0.208 · cross-district

#15 · Beedcell 4700006417

distance 0.21

#16 · Akolacell 4670000929

distance 0.212 · cross-district

#17 · Beedcell 4700002904

distance 0.212

#18 · Solapurcell 4960010156

distance 0.212 · 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":4700003933}}}'

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.