Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003422

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.229

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004536

distance 0.229 · cross-district

#2 · Laturcell 4810001913

distance 0.3

#3 · Laturcell 4810003217

distance 0.334

#4 · Nandedcell 4850004599

distance 0.371 · cross-district

#5 · Dhulecell 4740000236

distance 0.379 · cross-district

#6 · Solapurcell 4960010891

distance 0.383 · cross-district

#7 · Laturcell 4810003050

distance 0.384

#8 · Sanglicell 4930002062

distance 0.386 · cross-district

#9 · Chandrapurcell 4730003246

distance 0.389 · cross-district

#10 · Laturcell 4810003117

distance 0.392

#11 · Sataracell 4940002504

distance 0.392 · cross-district

#12 · Beedcell 4700006961

distance 0.394 · cross-district

#13 · Beedcell 4700004313

distance 0.395 · cross-district

#14 · Nashikcell 4870012325

distance 0.4 · cross-district

#15 · Beedcell 4700000243

distance 0.401 · cross-district

#16 · Dharashivcell 4880001412

distance 0.402 · cross-district

#17 · Laturcell 4810003322

distance 0.404

#18 · Nandedcell 4850002553

distance 0.405 · 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":4810003422}}}'

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.