Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008931

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720001452

distance 0.178 · cross-district

#2 · Beedcell 4700009000

distance 0.181

#3 · Jalnacell 4790001298

distance 0.192 · cross-district

#4 · Jalnacell 4790000015

distance 0.195 · cross-district

#5 · Buldhanacell 4720002882

distance 0.196 · cross-district

#6 · Parbhanicell 4890002628

distance 0.196 · cross-district

#7 · Parbhanicell 4890002630

distance 0.203 · cross-district

#8 · Jalgaoncell 4780002940

distance 0.203 · cross-district

#9 · Solapurcell 4960005014

distance 0.206 · cross-district

#10 · Jalnacell 4790000114

distance 0.208 · cross-district

#11 · Jalnacell 4790000264

distance 0.218 · cross-district

#12 · Jalnacell 4790000327

distance 0.218 · cross-district

#13 · Beedcell 4700007285

distance 0.22

#14 · Nandedcell 4850002683

distance 0.222 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690007422

distance 0.224 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690007721

distance 0.227 · cross-district

#17 · Amravaticell 4680007058

distance 0.229 · cross-district

#18 · Jalgaoncell 4780000953

distance 0.231 · 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":4700008931}}}'

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.