Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003413

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005266

distance 0.237 · cross-district

#2 · Laturcell 4810004420

distance 0.239

#3 · Laturcell 4810002765

distance 0.265

#4 · Laturcell 4810004647

distance 0.278

#5 · Sanglicell 4930003676

distance 0.28 · cross-district

#6 · Laturcell 4810002679

distance 0.283

#7 · Jalnacell 4790001335

distance 0.297 · cross-district

#8 · Washimcell 4990001735

distance 0.297 · cross-district

#9 · Nandedcell 4850004936

distance 0.301 · cross-district

#10 · Laturcell 4810005347

distance 0.302

#11 · Nandedcell 4850001944

distance 0.303 · cross-district

#12 · Washimcell 4990001591

distance 0.305 · cross-district

#13 · Solapurcell 4960010820

distance 0.306 · cross-district

#14 · Sanglicell 4930004011

distance 0.308 · cross-district

#15 · Beedcell 4700000654

distance 0.308 · cross-district

#16 · Laturcell 4810003121

distance 0.309

#17 · Beedcell 4700008905

distance 0.31 · cross-district

#18 · Kolhapurcell 4800004163

distance 0.311 · 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":4810003413}}}'

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.