Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004064

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

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004770

distance 0.236

#2 · Beedcell 4700004221

distance 0.241

#3 · Beedcell 4700004778

distance 0.264

#4 · Jalgaoncell 4780007456

distance 0.265 · cross-district

#5 · Beedcell 4700003723

distance 0.271

#6 · Ahmednagarcell 4660008698

distance 0.272 · cross-district

#7 · Beedcell 4700004939

distance 0.273

#8 · Beedcell 4700004774

distance 0.276

#9 · Sanglicell 4930004711

distance 0.281 · cross-district

#10 · Gadchirolicell 4750004849

distance 0.282 · cross-district

#11 · Beedcell 4700005066

distance 0.283

#12 · Jalgaoncell 4780010025

distance 0.284 · cross-district

#13 · Beedcell 4700002925

distance 0.284

#14 · Solapurcell 4960006500

distance 0.287 · cross-district

#15 · Beedcell 4700001928

distance 0.288

#16 · Punecell 4900002018

distance 0.288 · cross-district

#17 · Ahmednagarcell 4660003364

distance 0.292 · cross-district

#18 · Beedcell 4700002884

distance 0.294

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":4700004064}}}'

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.