Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008021

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001178

distance 0.148 · cross-district

#2 · Nandedcell 4850008061

distance 0.171

#3 · Nandedcell 4850008063

distance 0.187

#4 · Nandedcell 4850008086

distance 0.208

#5 · Hingolicell 4770001440

distance 0.215 · cross-district

#6 · Hingolicell 4770000648

distance 0.22 · cross-district

#7 · Yavatmalcell 5000003614

distance 0.221 · cross-district

#8 · Hingolicell 4770000124

distance 0.226 · cross-district

#9 · Hingolicell 4770001702

distance 0.228 · cross-district

#10 · Yavatmalcell 5000002239

distance 0.234 · cross-district

#11 · Yavatmalcell 5000000784

distance 0.236 · cross-district

#12 · Hingolicell 4770003551

distance 0.237 · cross-district

#13 · Nandedcell 4850006600

distance 0.238

#14 · Hingolicell 4770000280

distance 0.238 · cross-district

#15 · Nandedcell 4850008020

distance 0.24

#16 · Hingolicell 4770000882

distance 0.241 · cross-district

#17 · Washimcell 4990001189

distance 0.243 · cross-district

#18 · Hingolicell 4770000717

distance 0.243 · 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":4850008021}}}'

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.