Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008964

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008980

distance 0.098

#2 · Beedcell 4700008559

distance 0.119

#3 · Ahmednagarcell 4660008474

distance 0.121 · cross-district

#4 · Ahmednagarcell 4660008319

distance 0.128 · cross-district

#5 · Beedcell 4700008624

distance 0.128

#6 · Beedcell 4700007675

distance 0.128

#7 · Beedcell 4700008881

distance 0.13

#8 · Beedcell 4700008837

distance 0.134

#9 · Beedcell 4700008923

distance 0.135

#10 · Beedcell 4700008138

distance 0.135

#11 · Beedcell 4700008898

distance 0.138

#12 · Beedcell 4700007412

distance 0.138

#13 · Ahmednagarcell 4660008010

distance 0.141 · cross-district

#14 · Beedcell 4700007772

distance 0.141

#15 · Beedcell 4700008321

distance 0.142

#16 · Beedcell 4700008308

distance 0.144

#17 · Beedcell 4700008412

distance 0.145

#18 · Beedcell 4700008137

distance 0.145

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":4700008964}}}'

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.