Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003479

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.078

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004857

distance 0.078

#2 · Beedcell 4700004686

distance 0.091

#3 · Beedcell 4700005628

distance 0.093

#4 · Ahmednagarcell 4660004201

distance 0.095 · cross-district

#5 · Beedcell 4700004862

distance 0.098

#6 · Ahmednagarcell 4660004871

distance 0.119 · cross-district

#7 · Ahmednagarcell 4660001275

distance 0.12 · cross-district

#8 · Ahmednagarcell 4660001184

distance 0.121 · cross-district

#9 · Beedcell 4700003647

distance 0.122

#10 · Ahmednagarcell 4660002383

distance 0.124 · cross-district

#11 · Beedcell 4700005783

distance 0.125

#12 · Beedcell 4700004155

distance 0.127

#13 · Ahmednagarcell 4660004071

distance 0.129 · cross-district

#14 · Beedcell 4700005181

distance 0.13

#15 · Beedcell 4700003476

distance 0.131

#16 · Solapurcell 4960012299

distance 0.131 · cross-district

#17 · Beedcell 4700004847

distance 0.132

#18 · Ahmednagarcell 4660005053

distance 0.134 · 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":4700003479}}}'

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.