Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003483

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005483

distance 0.135

#2 · Ahmednagarcell 4660004282

distance 0.158 · cross-district

#3 · Beedcell 4700002969

distance 0.159

#4 · Beedcell 4700005019

distance 0.161

#5 · Beedcell 4700002963

distance 0.161

#6 · Beedcell 4700003675

distance 0.164

#7 · Beedcell 4700006203

distance 0.167

#8 · Solapurcell 4960000638

distance 0.17 · cross-district

#9 · Ahmednagarcell 4660001633

distance 0.171 · cross-district

#10 · Beedcell 4700003999

distance 0.171

#11 · Solapurcell 4960000254

distance 0.173 · cross-district

#12 · Ahmednagarcell 4660008957

distance 0.175 · cross-district

#13 · Beedcell 4700004693

distance 0.176

#14 · Beedcell 4700004342

distance 0.177

#15 · Ahmednagarcell 4660000726

distance 0.177 · cross-district

#16 · Ahmednagarcell 4660000158

distance 0.178 · cross-district

#17 · Solapurcell 4960000444

distance 0.178 · cross-district

#18 · Beedcell 4700003672

distance 0.179

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":4700003483}}}'

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.