Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001583

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

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990003350

distance 0.206 · cross-district

#2 · Dharashivcell 4880000390

distance 0.208 · cross-district

#3 · Beedcell 4700000986

distance 0.254

#4 · Dharashivcell 4880006093

distance 0.255 · cross-district

#5 · Washimcell 4990002958

distance 0.262 · cross-district

#6 · Beedcell 4700005526

distance 0.267

#7 · Washimcell 4990003410

distance 0.271 · cross-district

#8 · Dharashivcell 4880000698

distance 0.275 · cross-district

#9 · Ahmednagarcell 4660011256

distance 0.282 · cross-district

#10 · Jalgaoncell 4780005739

distance 0.282 · cross-district

#11 · Dharashivcell 4880001956

distance 0.284 · cross-district

#12 · Washimcell 4990001493

distance 0.284 · cross-district

#13 · Dharashivcell 4880000558

distance 0.29 · cross-district

#14 · Laturcell 4810001700

distance 0.293 · cross-district

#15 · Dharashivcell 4880002207

distance 0.295 · cross-district

#16 · Ahmednagarcell 4660001241

distance 0.299 · cross-district

#17 · Nashikcell 4870005145

distance 0.299 · cross-district

#18 · Ahmednagarcell 4660000228

distance 0.302 · 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":4700001583}}}'

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.