Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810002913

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810004241

distance 0.172

#2 · Solapurcell 4960011188

distance 0.206 · cross-district

#3 · Laturcell 4810003376

distance 0.225

#4 · Laturcell 4810004756

distance 0.258

#5 · Washimcell 4990003728

distance 0.263 · cross-district

#6 · Laturcell 4810003229

distance 0.268

#7 · Beedcell 4700002022

distance 0.274 · cross-district

#8 · Nandedcell 4850004267

distance 0.275 · cross-district

#9 · Solapurcell 4960003152

distance 0.278 · cross-district

#10 · Solapurcell 4960004256

distance 0.279 · cross-district

#11 · Laturcell 4810001501

distance 0.282

#12 · Laturcell 4810004919

distance 0.284

#13 · Dharashivcell 4880006031

distance 0.286 · cross-district

#14 · Chandrapurcell 4730002749

distance 0.29 · cross-district

#15 · Washimcell 4990001094

distance 0.295 · cross-district

#16 · Solapurcell 4960003285

distance 0.297 · cross-district

#17 · Laturcell 4810005373

distance 0.299

#18 · Laturcell 4810002542

distance 0.299

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":4810002913}}}'

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.