Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810002413

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002067

distance 0.14

#2 · Laturcell 4810002065

distance 0.156

#3 · Laturcell 4810002593

distance 0.203

#4 · Laturcell 4810001181

distance 0.206

#5 · Laturcell 4810003337

distance 0.213

#6 · Kolhapurcell 4800004259

distance 0.214 · cross-district

#7 · Solapurcell 4960011966

distance 0.22 · cross-district

#8 · Laturcell 4810003775

distance 0.224

#9 · Laturcell 4810001382

distance 0.229

#10 · Nandedcell 4850004262

distance 0.235 · cross-district

#11 · Dharashivcell 4880003375

distance 0.236 · cross-district

#12 · Kolhapurcell 4800005457

distance 0.236 · cross-district

#13 · Laturcell 4810001634

distance 0.236

#14 · Laturcell 4810003022

distance 0.236

#15 · Laturcell 4810004659

distance 0.241

#16 · Kolhapurcell 4800004258

distance 0.241 · cross-district

#17 · Laturcell 4810004905

distance 0.241

#18 · Laturcell 4810001330

distance 0.243

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":4810002413}}}'

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.