Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003410

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003517

distance 0.136

#2 · Laturcell 4810003516

distance 0.158

#3 · Laturcell 4810003818

distance 0.161

#4 · Laturcell 4810003505

distance 0.171

#5 · Laturcell 4810004520

distance 0.177

#6 · Laturcell 4810003514

distance 0.183

#7 · Laturcell 4810002064

distance 0.189

#8 · Laturcell 4810003718

distance 0.19

#9 · Laturcell 4810003520

distance 0.201

#10 · Laturcell 4810003485

distance 0.202

#11 · Laturcell 4810003507

distance 0.202

#12 · Laturcell 4810002239

distance 0.205

#13 · Laturcell 4810003210

distance 0.207

#14 · Laturcell 4810002650

distance 0.209

#15 · Nandedcell 4850004460

distance 0.214 · cross-district

#16 · Laturcell 4810003908

distance 0.22

#17 · Laturcell 4810004020

distance 0.223

#18 · Laturcell 4810002968

distance 0.227

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":4810003410}}}'

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.