Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008500

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790002208

distance 0.211 · cross-district

#2 · Dhulecell 4740000315

distance 0.212 · cross-district

#3 · Beedcell 4700007226

distance 0.212

#4 · Ahmednagarcell 4660007415

distance 0.214 · cross-district

#5 · Beedcell 4700000424

distance 0.224

#6 · Solapurcell 4960012380

distance 0.226 · cross-district

#7 · Beedcell 4700002020

distance 0.233

#8 · Nandedcell 4850002022

distance 0.234 · cross-district

#9 · Nandedcell 4850002230

distance 0.234 · cross-district

#10 · Beedcell 4700007206

distance 0.234

#11 · Nandedcell 4850003825

distance 0.237 · cross-district

#12 · Beedcell 4700007125

distance 0.24

#13 · Dharashivcell 4880003768

distance 0.24 · cross-district

#14 · Dharashivcell 4880004252

distance 0.241 · cross-district

#15 · Beedcell 4700005310

distance 0.241

#16 · Ahmednagarcell 4660001396

distance 0.242 · cross-district

#17 · Nashikcell 4870011836

distance 0.243 · cross-district

#18 · Nandedcell 4850004033

distance 0.245 · 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":4700008500}}}'

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.