Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008033

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

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008680

distance 0.136

#2 · Ahmednagarcell 4660008477

distance 0.138 · cross-district

#3 · Ahmednagarcell 4660007562

distance 0.141 · cross-district

#4 · Beedcell 4700008475

distance 0.143

#5 · Beedcell 4700008616

distance 0.144

#6 · Solapurcell 4960000827

distance 0.149 · cross-district

#7 · Beedcell 4700007764

distance 0.158

#8 · Beedcell 4700008480

distance 0.16

#9 · Ahmednagarcell 4660007414

distance 0.161 · cross-district

#10 · Beedcell 4700007395

distance 0.161

#11 · Ahmednagarcell 4660008007

distance 0.161 · cross-district

#12 · Ahmednagarcell 4660008467

distance 0.162 · cross-district

#13 · Beedcell 4700008394

distance 0.168

#14 · Beedcell 4700008314

distance 0.17

#15 · Ahmednagarcell 4660008172

distance 0.17 · cross-district

#16 · Solapurcell 4960000479

distance 0.177 · cross-district

#17 · Ahmednagarcell 4660002513

distance 0.178 · cross-district

#18 · Beedcell 4700008327

distance 0.18

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":4700008033}}}'

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.