Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003740

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005283

distance 0.14

#2 · Buldhanacell 4720003435

distance 0.181 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690002929

distance 0.182 · cross-district

#4 · Buldhanacell 4720003273

distance 0.183 · cross-district

#5 · Beedcell 4700004095

distance 0.193

#6 · Beedcell 4700002762

distance 0.195

#7 · Beedcell 4700004265

distance 0.197

#8 · Buldhanacell 4720005146

distance 0.2 · cross-district

#9 · Beedcell 4700004255

distance 0.203

#10 · Buldhanacell 4720005437

distance 0.204 · cross-district

#11 · Sanglicell 4930000845

distance 0.205 · cross-district

#12 · Beedcell 4700003686

distance 0.207

#13 · Beedcell 4700002758

distance 0.207

#14 · Chhatrapati Sambhajinagarcell 4690001281

distance 0.207 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001189

distance 0.208 · cross-district

#16 · Beedcell 4700003578

distance 0.21

#17 · Chhatrapati Sambhajinagarcell 4690001195

distance 0.211 · cross-district

#18 · Buldhanacell 4720005291

distance 0.211 · 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":4700003740}}}'

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.