Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001381

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

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660001904

distance 0.11 · cross-district

#2 · Beedcell 4700001531

distance 0.129

#3 · Ahmednagarcell 4660002768

distance 0.129 · cross-district

#4 · Ahmednagarcell 4660002400

distance 0.131 · cross-district

#5 · Beedcell 4700002643

distance 0.133

#6 · Ahmednagarcell 4660001491

distance 0.143 · cross-district

#7 · Beedcell 4700003324

distance 0.146

#8 · Ahmednagarcell 4660001594

distance 0.159 · cross-district

#9 · Ahmednagarcell 4660002688

distance 0.162 · cross-district

#10 · Beedcell 4700002640

distance 0.169

#11 · Beedcell 4700001098

distance 0.172

#12 · Ahmednagarcell 4660001695

distance 0.173 · cross-district

#13 · Beedcell 4700002155

distance 0.173

#14 · Beedcell 4700001986

distance 0.175

#15 · Ahmednagarcell 4660001016

distance 0.176 · cross-district

#16 · Ahmednagarcell 4660001600

distance 0.177 · cross-district

#17 · Beedcell 4700000968

distance 0.178

#18 · Ahmednagarcell 4660001907

distance 0.179 · 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":4700001381}}}'

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.