Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007556

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 4700007925

distance 0.135

#2 · Parbhanicell 4890002024

distance 0.138 · cross-district

#3 · Parbhanicell 4890003082

distance 0.143 · cross-district

#4 · Parbhanicell 4890002264

distance 0.15 · cross-district

#5 · Parbhanicell 4890001849

distance 0.155 · cross-district

#6 · Parbhanicell 4890002348

distance 0.163 · cross-district

#7 · Parbhanicell 4890002174

distance 0.165 · cross-district

#8 · Parbhanicell 4890002012

distance 0.172 · cross-district

#9 · Parbhanicell 4890003392

distance 0.173 · cross-district

#10 · Parbhanicell 4890002928

distance 0.175 · cross-district

#11 · Parbhanicell 4890002087

distance 0.175 · cross-district

#12 · Parbhanicell 4890001761

distance 0.175 · cross-district

#13 · Parbhanicell 4890001753

distance 0.178 · cross-district

#14 · Parbhanicell 4890002247

distance 0.181 · cross-district

#15 · Parbhanicell 4890002491

distance 0.181 · cross-district

#16 · Chandrapurcell 4730004225

distance 0.186 · cross-district

#17 · Parbhanicell 4890003252

distance 0.186 · cross-district

#18 · Parbhanicell 4890003583

distance 0.188 · 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":4700007556}}}'

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.