Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006333

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660005256

distance 0.123 · cross-district

#2 · Beedcell 4700004855

distance 0.134

#3 · Beedcell 4700005911

distance 0.136

#4 · Ahmednagarcell 4660010251

distance 0.154 · cross-district

#5 · Beedcell 4700006332

distance 0.154

#6 · Solapurcell 4960000634

distance 0.156 · cross-district

#7 · Ahmednagarcell 4660004872

distance 0.158 · cross-district

#8 · Ahmednagarcell 4660004098

distance 0.169 · cross-district

#9 · Ahmednagarcell 4660003735

distance 0.178 · cross-district

#10 · Solapurcell 4960012126

distance 0.178 · cross-district

#11 · Ahmednagarcell 4660002989

distance 0.178 · cross-district

#12 · Ahmednagarcell 4660011257

distance 0.178 · cross-district

#13 · Ahmednagarcell 4660012194

distance 0.178 · cross-district

#14 · Solapurcell 4960000164

distance 0.18 · cross-district

#15 · Beedcell 4700004341

distance 0.181

#16 · Buldhanacell 4720002569

distance 0.182 · cross-district

#17 · Beedcell 4700004167

distance 0.182

#18 · Ahmednagarcell 4660014311

distance 0.183 · 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":4700006333}}}'

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.