Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008804

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.262

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960004390

distance 0.262 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690000718

distance 0.267 · cross-district

#3 · Ahmednagarcell 4660001889

distance 0.27 · cross-district

#4 · Dharashivcell 4880004659

distance 0.276 · cross-district

#5 · Beedcell 4700005470

distance 0.293

#6 · Laturcell 4810001734

distance 0.295 · cross-district

#7 · Jalnacell 4790001956

distance 0.301 · cross-district

#8 · Jalgaoncell 4780007725

distance 0.302 · cross-district

#9 · Beedcell 4700008576

distance 0.302

#10 · Beedcell 4700008491

distance 0.303

#11 · Laturcell 4810001038

distance 0.306 · cross-district

#12 · Ahmednagarcell 4660011571

distance 0.308 · cross-district

#13 · Dharashivcell 4880006062

distance 0.308 · cross-district

#14 · Beedcell 4700008062

distance 0.31

#15 · Ahmednagarcell 4660010419

distance 0.31 · cross-district

#16 · Sataracell 4940001494

distance 0.311 · cross-district

#17 · Beedcell 4700001116

distance 0.311

#18 · Buldhanacell 4720001085

distance 0.314 · 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":4700008804}}}'

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.