Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008977

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007393

distance 0.133

#2 · Ahmednagarcell 4660008018

distance 0.195 · cross-district

#3 · Ahmednagarcell 4660005868

distance 0.196 · cross-district

#4 · Beedcell 4700001826

distance 0.198

#5 · Beedcell 4700002630

distance 0.204

#6 · Ahmednagarcell 4660008006

distance 0.207 · cross-district

#7 · Beedcell 4700008309

distance 0.215

#8 · Beedcell 4700007391

distance 0.216

#9 · Beedcell 4700008626

distance 0.22

#10 · Ahmednagarcell 4660007982

distance 0.23 · cross-district

#11 · Beedcell 4700006366

distance 0.234

#12 · Ahmednagarcell 4660007108

distance 0.236 · cross-district

#13 · Beedcell 4700007653

distance 0.237

#14 · Sanglicell 4930000875

distance 0.239 · cross-district

#15 · Solapurcell 4960012531

distance 0.239 · cross-district

#16 · Hingolicell 4770000091

distance 0.239 · cross-district

#17 · Beedcell 4700008814

distance 0.244

#18 · Sanglicell 4930001094

distance 0.245 · 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":4700008977}}}'

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.