Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008805

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.359

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007638

distance 0.359

#2 · Beedcell 4700000201

distance 0.375

#3 · Jalgaoncell 4780008805

distance 0.379 · cross-district

#4 · Jalnacell 4790002372

distance 0.381 · cross-district

#5 · Beedcell 4700008684

distance 0.381

#6 · Solapurcell 4960003559

distance 0.383 · cross-district

#7 · Jalnacell 4790000298

distance 0.391 · cross-district

#8 · Parbhanicell 4890003226

distance 0.392 · cross-district

#9 · Akolacell 4670001032

distance 0.393 · cross-district

#10 · Ahmednagarcell 4660013368

distance 0.394 · cross-district

#11 · Jalgaoncell 4780002541

distance 0.398 · cross-district

#12 · Beedcell 4700007501

distance 0.4

#13 · Jalgaoncell 4780004598

distance 0.403 · cross-district

#14 · Jalgaoncell 4780001013

distance 0.406 · cross-district

#15 · Gadchirolicell 4750004917

distance 0.411 · cross-district

#16 · Buldhanacell 4720006941

distance 0.418 · cross-district

#17 · Ahmednagarcell 4660011740

distance 0.419 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690007947

distance 0.421 · 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":4700008805}}}'

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.