Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003307

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.064

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002961

distance 0.064

#2 · Ahmednagarcell 4660001464

distance 0.1 · cross-district

#3 · Ahmednagarcell 4660000920

distance 0.124 · cross-district

#4 · Beedcell 4700002960

distance 0.131

#5 · Ahmednagarcell 4660009773

distance 0.132 · cross-district

#6 · Ahmednagarcell 4660002758

distance 0.145 · cross-district

#7 · Ahmednagarcell 4660002828

distance 0.149 · cross-district

#8 · Beedcell 4700006208

distance 0.151

#9 · Beedcell 4700003312

distance 0.153

#10 · Ahmednagarcell 4660005020

distance 0.157 · cross-district

#11 · Beedcell 4700004503

distance 0.157

#12 · Solapurcell 4960012299

distance 0.158 · cross-district

#13 · Ahmednagarcell 4660002575

distance 0.162 · cross-district

#14 · Sanglicell 4930006514

distance 0.163 · cross-district

#15 · Ahmednagarcell 4660001263

distance 0.165 · cross-district

#16 · Ahmednagarcell 4660003613

distance 0.166 · cross-district

#17 · Beedcell 4700003131

distance 0.166

#18 · Ahmednagarcell 4660004624

distance 0.167 · 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":4700003307}}}'

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.