Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004156

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003985

distance 0.087

#2 · Ahmednagarcell 4660004202

distance 0.094 · cross-district

#3 · Beedcell 4700005780

distance 0.099

#4 · Beedcell 4700004348

distance 0.103

#5 · Beedcell 4700004340

distance 0.104

#6 · Beedcell 4700004689

distance 0.11

#7 · Ahmednagarcell 4660009410

distance 0.114 · cross-district

#8 · Beedcell 4700004674

distance 0.116

#9 · Beedcell 4700003648

distance 0.12

#10 · Beedcell 4700005482

distance 0.126

#11 · Ahmednagarcell 4660004449

distance 0.134 · cross-district

#12 · Ahmednagarcell 4660003555

distance 0.136 · cross-district

#13 · Ahmednagarcell 4660003615

distance 0.14 · cross-district

#14 · Beedcell 4700004677

distance 0.141

#15 · Ahmednagarcell 4660009605

distance 0.142 · cross-district

#16 · Beedcell 4700004865

distance 0.142

#17 · Ahmednagarcell 4660001189

distance 0.143 · cross-district

#18 · Beedcell 4700006343

distance 0.143

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":4700004156}}}'

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.