Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002702

The MH-36 locality cells most similar to this Nanded 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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001099

distance 0.225

#2 · Nandedcell 4850002633

distance 0.229

#3 · Nandedcell 4850001162

distance 0.244

#4 · Laturcell 4810002548

distance 0.246 · cross-district

#5 · Laturcell 4810006002

distance 0.252 · cross-district

#6 · Nandedcell 4850002089

distance 0.256

#7 · Parbhanicell 4890000554

distance 0.259 · cross-district

#8 · Nandedcell 4850001701

distance 0.262

#9 · Nandedcell 4850001477

distance 0.264

#10 · Parbhanicell 4890000948

distance 0.266 · cross-district

#11 · Laturcell 4810006118

distance 0.267 · cross-district

#12 · Nandedcell 4850004128

distance 0.268

#13 · Laturcell 4810002553

distance 0.272 · cross-district

#14 · Nandedcell 4850002878

distance 0.273

#15 · Nandedcell 4850005771

distance 0.274

#16 · Nandedcell 4850002247

distance 0.276

#17 · Parbhanicell 4890000318

distance 0.281 · cross-district

#18 · Nandedcell 4850003248

distance 0.281

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":485,"cluster_id":4850002702}}}'

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.