Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003341

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005835

distance 0.188 · cross-district

#2 · Laturcell 4810005849

distance 0.222 · cross-district

#3 · Laturcell 4810005675

distance 0.23 · cross-district

#4 · Nandedcell 4850001311

distance 0.24

#5 · Laturcell 4810005784

distance 0.251 · cross-district

#6 · Laturcell 4810005800

distance 0.256 · cross-district

#7 · Jalgaoncell 4780000547

distance 0.258 · cross-district

#8 · Jalgaoncell 4780009615

distance 0.267 · cross-district

#9 · Dharashivcell 4880005451

distance 0.268 · cross-district

#10 · Nandedcell 4850002980

distance 0.271

#11 · Ahmednagarcell 4660009966

distance 0.272 · cross-district

#12 · Laturcell 4810006074

distance 0.277 · cross-district

#13 · Dharashivcell 4880004058

distance 0.277 · cross-district

#14 · Beedcell 4700000953

distance 0.277 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000448

distance 0.278 · cross-district

#16 · Beedcell 4700000515

distance 0.278 · cross-district

#17 · Laturcell 4810005874

distance 0.279 · cross-district

#18 · Laturcell 4810005089

distance 0.28 · 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":4850003341}}}'

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.