Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004804

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005735

distance 0.175

#2 · Jalnacell 4790003561

distance 0.181 · cross-district

#3 · Laturcell 4810001462

distance 0.181 · cross-district

#4 · Jalnacell 4790003968

distance 0.183 · cross-district

#5 · Nandedcell 4850004465

distance 0.192 · cross-district

#6 · Beedcell 4700007441

distance 0.194

#7 · Nandedcell 4850004923

distance 0.194 · cross-district

#8 · Dharashivcell 4880003324

distance 0.196 · cross-district

#9 · Dharashivcell 4880005914

distance 0.197 · cross-district

#10 · Laturcell 4810002582

distance 0.197 · cross-district

#11 · Laturcell 4810004336

distance 0.198 · cross-district

#12 · Laturcell 4810004020

distance 0.201 · cross-district

#13 · Laturcell 4810002406

distance 0.202 · cross-district

#14 · Dharashivcell 4880003142

distance 0.202 · cross-district

#15 · Dharashivcell 4880003242

distance 0.202 · cross-district

#16 · Beedcell 4700000386

distance 0.204

#17 · Beedcell 4700006956

distance 0.205

#18 · Laturcell 4810001723

distance 0.205 · 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":4700004804}}}'

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.