Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003495

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003692

distance 0.146

#2 · Laturcell 4810004974

distance 0.161

#3 · Laturcell 4810005153

distance 0.167

#4 · Beedcell 4700000888

distance 0.17 · cross-district

#5 · Washimcell 4990002462

distance 0.173 · cross-district

#6 · Beedcell 4700002220

distance 0.179 · cross-district

#7 · Laturcell 4810002635

distance 0.18

#8 · Beedcell 4700000374

distance 0.184 · cross-district

#9 · Laturcell 4810002496

distance 0.185

#10 · Laturcell 4810004005

distance 0.188

#11 · Beedcell 4700008660

distance 0.188 · cross-district

#12 · Beedcell 4700002916

distance 0.189 · cross-district

#13 · Laturcell 4810002586

distance 0.191

#14 · Laturcell 4810003792

distance 0.191

#15 · Laturcell 4810001027

distance 0.193

#16 · Laturcell 4810001019

distance 0.194

#17 · Nandedcell 4850002297

distance 0.202 · cross-district

#18 · Laturcell 4810001975

distance 0.203

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":4810003495}}}'

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.