Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003481

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003687

distance 0.122

#2 · Laturcell 4810003578

distance 0.171

#3 · Laturcell 4810004783

distance 0.174

#4 · Laturcell 4810005148

distance 0.176

#5 · Laturcell 4810003891

distance 0.198

#6 · Laturcell 4810002966

distance 0.198

#7 · Laturcell 4810003067

distance 0.208

#8 · Laturcell 4810003176

distance 0.208

#9 · Laturcell 4810003992

distance 0.211

#10 · Laturcell 4810004782

distance 0.216

#11 · Laturcell 4810003890

distance 0.219

#12 · Nandedcell 4850004473

distance 0.219 · cross-district

#13 · Laturcell 4810003613

distance 0.224

#14 · Nandedcell 4850002033

distance 0.226 · cross-district

#15 · Laturcell 4810004361

distance 0.226

#16 · Laturcell 4810003787

distance 0.226

#17 · Laturcell 4810003991

distance 0.228

#18 · Laturcell 4810004185

distance 0.229

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":4810003481}}}'

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.