Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003122

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003120

distance 0.152

#2 · Beedcell 4700003293

distance 0.168

#3 · Jalgaoncell 4780000123

distance 0.187 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690006501

distance 0.196 · cross-district

#5 · Jalgaoncell 4780000341

distance 0.201 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690005942

distance 0.205 · cross-district

#7 · Jalgaoncell 4780000089

distance 0.205 · cross-district

#8 · Ahmednagarcell 4660011912

distance 0.207 · cross-district

#9 · Beedcell 4700002947

distance 0.208

#10 · Chhatrapati Sambhajinagarcell 4690005766

distance 0.209 · cross-district

#11 · Parbhanicell 4890000245

distance 0.209 · cross-district

#12 · Jalgaoncell 4780000117

distance 0.213 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690006870

distance 0.213 · cross-district

#14 · Ahmednagarcell 4660013058

distance 0.215 · cross-district

#15 · Parbhanicell 4890000288

distance 0.215 · cross-district

#16 · Ahmednagarcell 4660014294

distance 0.216 · cross-district

#17 · Ahmednagarcell 4660014295

distance 0.217 · cross-district

#18 · Ahmednagarcell 4660012230

distance 0.217 · 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":4700003122}}}'

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.