Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007458

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002305

distance 0.124 · cross-district

#2 · Parbhanicell 4890001638

distance 0.154 · cross-district

#3 · Beedcell 4700007550

distance 0.155

#4 · Beedcell 4700007646

distance 0.161

#5 · Parbhanicell 4890002714

distance 0.167 · cross-district

#6 · Beedcell 4700008462

distance 0.169

#7 · Jalnacell 4790000106

distance 0.169 · cross-district

#8 · Jalnacell 4790001806

distance 0.17 · cross-district

#9 · Beedcell 4700007830

distance 0.173

#10 · Beedcell 4700007174

distance 0.185

#11 · Jalnacell 4790000205

distance 0.185 · cross-district

#12 · Beedcell 4700008637

distance 0.186

#13 · Beedcell 4700008006

distance 0.187

#14 · Parbhanicell 4890002650

distance 0.189 · cross-district

#15 · Yavatmalcell 5000005968

distance 0.192 · cross-district

#16 · Beedcell 4700008517

distance 0.192

#17 · Beedcell 4700006969

distance 0.194

#18 · Ahmednagarcell 4660008957

distance 0.199 · 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":4700007458}}}'

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.