Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810004413

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810004908

distance 0.165

#2 · Laturcell 4810004617

distance 0.173

#3 · Laturcell 4810005006

distance 0.179

#4 · Laturcell 4810003104

distance 0.186

#5 · Laturcell 4810005352

distance 0.201

#6 · Laturcell 4810005749

distance 0.212

#7 · Laturcell 4810004411

distance 0.213

#8 · Laturcell 4810004910

distance 0.219

#9 · Laturcell 4810004515

distance 0.22

#10 · Laturcell 4810004430

distance 0.223

#11 · Laturcell 4810005267

distance 0.223

#12 · Nandedcell 4850002003

distance 0.225 · cross-district

#13 · Beedcell 4700001305

distance 0.227 · cross-district

#14 · Nandedcell 4850005121

distance 0.227 · cross-district

#15 · Laturcell 4810005603

distance 0.227

#16 · Nandedcell 4850004257

distance 0.228 · cross-district

#17 · Sanglicell 4930000198

distance 0.229 · cross-district

#18 · Nandedcell 4850005466

distance 0.23 · 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":4810004413}}}'

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.