Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002809

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

0.062

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003156

distance 0.062

#2 · Beedcell 4700003323

distance 0.111

#3 · Beedcell 4700002307

distance 0.113

#4 · Ahmednagarcell 4660002001

distance 0.118 · cross-district

#5 · Ahmednagarcell 4660002397

distance 0.13 · cross-district

#6 · Ahmednagarcell 4660001796

distance 0.13 · cross-district

#7 · Ahmednagarcell 4660001685

distance 0.131 · cross-district

#8 · Ahmednagarcell 4660001701

distance 0.134 · cross-district

#9 · Ahmednagarcell 4660002094

distance 0.139 · cross-district

#10 · Ahmednagarcell 4660001902

distance 0.14 · cross-district

#11 · Dharashivcell 4880005562

distance 0.14 · cross-district

#12 · Solapurcell 4960005192

distance 0.14 · cross-district

#13 · Beedcell 4700001668

distance 0.141

#14 · Solapurcell 4960004880

distance 0.141 · cross-district

#15 · Beedcell 4700003345

distance 0.143

#16 · Dharashivcell 4880003829

distance 0.144 · cross-district

#17 · Dharashivcell 4880003449

distance 0.146 · cross-district

#18 · Dharashivcell 4880005471

distance 0.146 · 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":4700002809}}}'

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.