Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003323

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

0.062

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660001796

distance 0.062 · cross-district

#2 · Beedcell 4700001668

distance 0.067

#3 · Ahmednagarcell 4660001902

distance 0.088 · cross-district

#4 · Ahmednagarcell 4660001685

distance 0.089 · cross-district

#5 · Ahmednagarcell 4660002001

distance 0.098 · cross-district

#6 · Ahmednagarcell 4660001992

distance 0.107 · cross-district

#7 · Ahmednagarcell 4660002094

distance 0.108 · cross-district

#8 · Beedcell 4700003345

distance 0.11

#9 · Beedcell 4700002809

distance 0.111

#10 · Ahmednagarcell 4660001587

distance 0.119 · cross-district

#11 · Beedcell 4700002307

distance 0.12

#12 · Ahmednagarcell 4660001484

distance 0.12 · cross-district

#13 · Beedcell 4700003156

distance 0.131

#14 · Ahmednagarcell 4660002196

distance 0.137 · cross-district

#15 · Beedcell 4700001820

distance 0.144

#16 · Ahmednagarcell 4660001579

distance 0.144 · cross-district

#17 · Ahmednagarcell 4660000936

distance 0.145 · cross-district

#18 · Solapurcell 4960005191

distance 0.146 · 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":4700003323}}}'

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.