Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003070

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003071

distance 0.14

#2 · Beedcell 4700003415

distance 0.154

#3 · Nashikcell 4870012509

distance 0.165 · cross-district

#4 · Beedcell 4700003247

distance 0.167

#5 · Jalgaoncell 4780000007

distance 0.173 · cross-district

#6 · Dhulecell 4740000516

distance 0.175 · cross-district

#7 · Beedcell 4700003248

distance 0.177

#8 · Jalgaoncell 4780000006

distance 0.18 · cross-district

#9 · Beedcell 4700002892

distance 0.184

#10 · Nashikcell 4870012510

distance 0.195 · cross-district

#11 · Nashikcell 4870006969

distance 0.199 · cross-district

#12 · Nashikcell 4870013301

distance 0.204 · cross-district

#13 · Jalgaoncell 4780009547

distance 0.209 · cross-district

#14 · Jalgaoncell 4780009163

distance 0.209 · cross-district

#15 · Dhulecell 4740000569

distance 0.211 · cross-district

#16 · Ahmednagarcell 4660005375

distance 0.211 · cross-district

#17 · Beedcell 4700003588

distance 0.212

#18 · Chhatrapati Sambhajinagarcell 4690006421

distance 0.214 · 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":4700003070}}}'

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.