Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000024

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

0.08

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810004357

distance 0.08 · cross-district

#2 · Solapurcell 4960010013

distance 0.09 · cross-district

#3 · Beedcell 4700000050

distance 0.093

#4 · Laturcell 4810003753

distance 0.1 · cross-district

#5 · Beedcell 4700000128

distance 0.103

#6 · Dharashivcell 4880005676

distance 0.103 · cross-district

#7 · Dharashivcell 4880002135

distance 0.106 · cross-district

#8 · Dharashivcell 4880002210

distance 0.107 · cross-district

#9 · Beedcell 4700000331

distance 0.108

#10 · Solapurcell 4960009747

distance 0.109 · cross-district

#11 · Laturcell 4810001251

distance 0.111 · cross-district

#12 · Dharashivcell 4880005764

distance 0.111 · cross-district

#13 · Beedcell 4700000408

distance 0.114

#14 · Beedcell 4700000492

distance 0.117

#15 · Dharashivcell 4880004371

distance 0.117 · cross-district

#16 · Dharashivcell 4880004356

distance 0.118 · cross-district

#17 · Dharashivcell 4880005490

distance 0.119 · cross-district

#18 · Solapurcell 4960011114

distance 0.123 · 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":4700000024}}}'

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.