Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004941

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001000

distance 0.163

#2 · Beedcell 4700005983

distance 0.165

#3 · Solapurcell 4960000964

distance 0.167 · cross-district

#4 · Ahmednagarcell 4660000694

distance 0.173 · cross-district

#5 · Ahmednagarcell 4660000441

distance 0.18 · cross-district

#6 · Beedcell 4700007010

distance 0.183

#7 · Beedcell 4700007036

distance 0.191

#8 · Dharashivcell 4880000429

distance 0.193 · cross-district

#9 · Beedcell 4700005413

distance 0.194

#10 · Ahmednagarcell 4660000326

distance 0.196 · cross-district

#11 · Dharashivcell 4880000276

distance 0.196 · cross-district

#12 · Solapurcell 4960006160

distance 0.197 · cross-district

#13 · Jalgaoncell 4780000421

distance 0.197 · cross-district

#14 · Dharashivcell 4880001380

distance 0.198 · cross-district

#15 · Solapurcell 4960012435

distance 0.199 · cross-district

#16 · Ahmednagarcell 4660014280

distance 0.2 · cross-district

#17 · Dharashivcell 4880000498

distance 0.203 · cross-district

#18 · Solapurcell 4960000867

distance 0.204 · 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":4700004941}}}'

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.