Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002033

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000585

distance 0.16

#2 · Laturcell 4810002812

distance 0.217 · cross-district

#3 · Nandedcell 4850004405

distance 0.217

#4 · Nandedcell 4850000583

distance 0.219

#5 · Hingolicell 4770000286

distance 0.22 · cross-district

#6 · Laturcell 4810001189

distance 0.224 · cross-district

#7 · Laturcell 4810003481

distance 0.226 · cross-district

#8 · Nandedcell 4850004473

distance 0.227

#9 · Laturcell 4810003991

distance 0.232 · cross-district

#10 · Hingolicell 4770001597

distance 0.232 · cross-district

#11 · Chandrapurcell 4730001777

distance 0.234 · cross-district

#12 · Jalgaoncell 4780006037

distance 0.236 · cross-district

#13 · Laturcell 4810004238

distance 0.238 · cross-district

#14 · Solapurcell 4960004952

distance 0.241 · cross-district

#15 · Laturcell 4810002356

distance 0.244 · cross-district

#16 · Nandedcell 4850004274

distance 0.246

#17 · Laturcell 4810003782

distance 0.247 · cross-district

#18 · Laturcell 4810001921

distance 0.247 · 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":4850002033}}}'

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.