Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000331

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.074

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000806

distance 0.074

#2 · Beedcell 4700001068

distance 0.082

#3 · Beedcell 4700006142

distance 0.087

#4 · Dharashivcell 4880005490

distance 0.091 · cross-district

#5 · Beedcell 4700001058

distance 0.095

#6 · Beedcell 4700000328

distance 0.103

#7 · Beedcell 4700001078

distance 0.105

#8 · Beedcell 4700007150

distance 0.105

#9 · Laturcell 4810001251

distance 0.107 · cross-district

#10 · Beedcell 4700000024

distance 0.108

#11 · Beedcell 4700001200

distance 0.11

#12 · Dharashivcell 4880005587

distance 0.111 · cross-district

#13 · Beedcell 4700000804

distance 0.112

#14 · Beedcell 4700000050

distance 0.112

#15 · Beedcell 4700000492

distance 0.112

#16 · Dharashivcell 4880004447

distance 0.116 · cross-district

#17 · Solapurcell 4960009747

distance 0.116 · cross-district

#18 · Beedcell 4700001206

distance 0.116

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":4700000331}}}'

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.