Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008385

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.052

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003486

distance 0.052 · cross-district

#2 · Beedcell 4700007273

distance 0.066

#3 · Beedcell 4700008104

distance 0.069

#4 · Beedcell 4700008283

distance 0.071

#5 · Parbhanicell 4890003549

distance 0.071 · cross-district

#6 · Parbhanicell 4890002793

distance 0.074 · cross-district

#7 · Parbhanicell 4890003485

distance 0.076 · cross-district

#8 · Beedcell 4700008196

distance 0.077

#9 · Parbhanicell 4890003477

distance 0.079 · cross-district

#10 · Parbhanicell 4890003201

distance 0.08 · cross-district

#11 · Beedcell 4700008020

distance 0.08

#12 · Parbhanicell 4890003484

distance 0.08 · cross-district

#13 · Beedcell 4700008469

distance 0.082

#14 · Beedcell 4700007836

distance 0.083

#15 · Beedcell 4700008296

distance 0.084

#16 · Beedcell 4700007274

distance 0.085

#17 · Beedcell 4700008383

distance 0.085

#18 · Beedcell 4700007832

distance 0.086

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":4700008385}}}'

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.