Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850007943

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

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001073

distance 0.144 · cross-district

#2 · Nandedcell 4850007587

distance 0.16

#3 · Nandedcell 4850006751

distance 0.167

#4 · Yavatmalcell 5000001002

distance 0.176 · cross-district

#5 · Yavatmalcell 5000002134

distance 0.18 · cross-district

#6 · Hingolicell 4770001837

distance 0.185 · cross-district

#7 · Nandedcell 4850007761

distance 0.186

#8 · Nandedcell 4850007518

distance 0.188

#9 · Hingolicell 4770001146

distance 0.192 · cross-district

#10 · Hingolicell 4770001366

distance 0.197 · cross-district

#11 · Hingolicell 4770000780

distance 0.198 · cross-district

#12 · Nandedcell 4850007795

distance 0.199

#13 · Nandedcell 4850007856

distance 0.199

#14 · Nandedcell 4850007913

distance 0.2

#15 · Yavatmalcell 5000001898

distance 0.203 · cross-district

#16 · Hingolicell 4770001705

distance 0.203 · cross-district

#17 · Yavatmalcell 5000002251

distance 0.205 · cross-district

#18 · Hingolicell 4770001247

distance 0.206 · 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":4850007943}}}'

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.