Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001802

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001196

distance 0.156 · cross-district

#2 · Washimcell 4990001741

distance 0.18 · cross-district

#3 · Beedcell 4700008068

distance 0.186

#4 · Dharashivcell 4880002890

distance 0.192 · cross-district

#5 · Nandedcell 4850002105

distance 0.199 · cross-district

#6 · Parbhanicell 4890000493

distance 0.2 · cross-district

#7 · Nandedcell 4850001535

distance 0.201 · cross-district

#8 · Nandedcell 4850002185

distance 0.203 · cross-district

#9 · Parbhanicell 4890000265

distance 0.206 · cross-district

#10 · Laturcell 4810001557

distance 0.208 · cross-district

#11 · Nandedcell 4850002808

distance 0.209 · cross-district

#12 · Beedcell 4700004641

distance 0.213

#13 · Beedcell 4700007227

distance 0.215

#14 · Buldhanacell 4720001323

distance 0.219 · cross-district

#15 · Beedcell 4700005149

distance 0.219

#16 · Buldhanacell 4720001322

distance 0.22 · cross-district

#17 · Nandedcell 4850003064

distance 0.22 · cross-district

#18 · Ahmednagarcell 4660007115

distance 0.225 · 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":4700001802}}}'

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.