Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003170

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810006143

distance 0.209 · cross-district

#2 · Parbhanicell 4890001536

distance 0.247 · cross-district

#3 · Ahmednagarcell 4660011118

distance 0.281 · cross-district

#4 · Nandedcell 4850002326

distance 0.284

#5 · Nandedcell 4850002606

distance 0.289

#6 · Ahmednagarcell 4660010294

distance 0.295 · cross-district

#7 · Laturcell 4810005400

distance 0.306 · cross-district

#8 · Laturcell 4810005684

distance 0.316 · cross-district

#9 · Nandedcell 4850001543

distance 0.32

#10 · Laturcell 4810005769

distance 0.322 · cross-district

#11 · Laturcell 4810005927

distance 0.322 · cross-district

#12 · Laturcell 4810005560

distance 0.322 · cross-district

#13 · Nandedcell 4850003510

distance 0.324

#14 · Parbhanicell 4890001177

distance 0.325 · cross-district

#15 · Ahmednagarcell 4660008437

distance 0.331 · cross-district

#16 · Nandedcell 4850001154

distance 0.331

#17 · Nandedcell 4850001767

distance 0.331

#18 · Laturcell 4810005736

distance 0.331 · 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":485,"cluster_id":4850003170}}}'

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.