Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005438

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006560

distance 0.09

#2 · Beedcell 4700007150

distance 0.095

#3 · Beedcell 4700006142

distance 0.104

#4 · Jalgaoncell 4780004299

distance 0.125 · cross-district

#5 · Beedcell 4700007058

distance 0.126

#6 · Nandedcell 4850000717

distance 0.128 · cross-district

#7 · Buldhanacell 4720006049

distance 0.13 · cross-district

#8 · Dharashivcell 4880006086

distance 0.131 · cross-district

#9 · Beedcell 4700000331

distance 0.131

#10 · Amravaticell 4680002598

distance 0.133 · cross-district

#11 · Beedcell 4700005865

distance 0.135

#12 · Solapurcell 4960002521

distance 0.138 · cross-district

#13 · Beedcell 4700006949

distance 0.139

#14 · Beedcell 4700001078

distance 0.14

#15 · Dharashivcell 4880000516

distance 0.14 · cross-district

#16 · Jalgaoncell 4780004063

distance 0.14 · cross-district

#17 · Beedcell 4700005730

distance 0.141

#18 · Laturcell 4810001252

distance 0.141 · 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":4700005438}}}'

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.