Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003136

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

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960012347

distance 0.147 · cross-district

#2 · Ahmednagarcell 4660003053

distance 0.158 · cross-district

#3 · Ahmednagarcell 4660002377

distance 0.181 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690004045

distance 0.184 · cross-district

#5 · Punecell 4900001724

distance 0.185 · cross-district

#6 · Ahmednagarcell 4660000937

distance 0.188 · cross-district

#7 · Ahmednagarcell 4660014489

distance 0.19 · cross-district

#8 · Nashikcell 4870006305

distance 0.191 · cross-district

#9 · Sanglicell 4930007016

distance 0.193 · cross-district

#10 · Dharashivcell 4880006254

distance 0.195 · cross-district

#11 · Solapurcell 4960005419

distance 0.197 · cross-district

#12 · Solapurcell 4960000703

distance 0.197 · cross-district

#13 · Ahmednagarcell 4660000487

distance 0.2 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690004063

distance 0.201 · cross-district

#15 · Ahmednagarcell 4660001362

distance 0.202 · cross-district

#16 · Punecell 4900002939

distance 0.202 · cross-district

#17 · Ahmednagarcell 4660013664

distance 0.203 · cross-district

#18 · Solapurcell 4960012503

distance 0.204 · 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":4700003136}}}'

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.