Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007580

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007328

distance 0.183

#2 · Beedcell 4700008934

distance 0.19

#3 · Beedcell 4700007863

distance 0.215

#4 · Beedcell 4700007950

distance 0.223

#5 · Beedcell 4700008641

distance 0.236

#6 · Parbhanicell 4890003542

distance 0.238 · cross-district

#7 · Ahmednagarcell 4660008022

distance 0.258 · cross-district

#8 · Beedcell 4700008431

distance 0.259

#9 · Parbhanicell 4890002064

distance 0.26 · cross-district

#10 · Beedcell 4700006306

distance 0.268

#11 · Laturcell 4810002033

distance 0.273 · cross-district

#12 · Dharashivcell 4880002611

distance 0.275 · cross-district

#13 · Hingolicell 4770000118

distance 0.275 · cross-district

#14 · Beedcell 4700007659

distance 0.276

#15 · Beedcell 4700007419

distance 0.278

#16 · Laturcell 4810002653

distance 0.279 · cross-district

#17 · Buldhanacell 4720001566

distance 0.28 · cross-district

#18 · Beedcell 4700005591

distance 0.281

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":4700007580}}}'

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.