Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004676

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004336

distance 0.106

#2 · Sanglicell 4930005232

distance 0.136 · cross-district

#3 · Ahmednagarcell 4660000106

distance 0.142 · cross-district

#4 · Beedcell 4700003646

distance 0.145

#5 · Solapurcell 4960000158

distance 0.147 · cross-district

#6 · Nashikcell 4870005723

distance 0.15 · cross-district

#7 · Beedcell 4700004523

distance 0.151

#8 · Chhatrapati Sambhajinagarcell 4690005378

distance 0.155 · cross-district

#9 · Ahmednagarcell 4660002673

distance 0.157 · cross-district

#10 · Beedcell 4700004171

distance 0.159

#11 · Dharashivcell 4880004826

distance 0.16 · cross-district

#12 · Beedcell 4700006336

distance 0.162

#13 · Ahmednagarcell 4660002907

distance 0.162 · cross-district

#14 · Sanglicell 4930006167

distance 0.163 · cross-district

#15 · Ahmednagarcell 4660000919

distance 0.168 · cross-district

#16 · Dharashivcell 4880004469

distance 0.17 · cross-district

#17 · Nashikcell 4870005574

distance 0.17 · cross-district

#18 · Ahmednagarcell 4660000476

distance 0.172 · 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":4700004676}}}'

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.