Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810004591

The MH-36 locality cells most similar to this Latur 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

0.099

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810004092

distance 0.099

#2 · Laturcell 4810003280

distance 0.126

#3 · Laturcell 4810003788

distance 0.135

#4 · Laturcell 4810003587

distance 0.138

#5 · Laturcell 4810002973

distance 0.14

#6 · Laturcell 4810003398

distance 0.141

#7 · Laturcell 4810004490

distance 0.15

#8 · Laturcell 4810003685

distance 0.152

#9 · Laturcell 4810003679

distance 0.153

#10 · Laturcell 4810003381

distance 0.161

#11 · Laturcell 4810003279

distance 0.162

#12 · Laturcell 4810002974

distance 0.163

#13 · Laturcell 4810003686

distance 0.163

#14 · Laturcell 4810003297

distance 0.169

#15 · Laturcell 4810005071

distance 0.173

#16 · Laturcell 4810003384

distance 0.175

#17 · Laturcell 4810003276

distance 0.177

#18 · Beedcell 4700000261

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":481,"cluster_id":4810004591}}}'

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.