Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008963

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

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850009016

distance 0.187

#2 · Nandedcell 4850009036

distance 0.21

#3 · Wardhacell 4980003428

distance 0.216 · cross-district

#4 · Yavatmalcell 5000010138

distance 0.217 · cross-district

#5 · Wardhacell 4980003128

distance 0.217 · cross-district

#6 · Yavatmalcell 5000004892

distance 0.219 · cross-district

#7 · Yavatmalcell 5000004918

distance 0.224 · cross-district

#8 · Yavatmalcell 5000010218

distance 0.229 · cross-district

#9 · Wardhacell 4980001777

distance 0.23 · cross-district

#10 · Amravaticell 4680005665

distance 0.231 · cross-district

#11 · Yavatmalcell 5000010245

distance 0.235 · cross-district

#12 · Wardhacell 4980003541

distance 0.236 · cross-district

#13 · Wardhacell 4980000629

distance 0.237 · cross-district

#14 · Yavatmalcell 5000003824

distance 0.241 · cross-district

#15 · Nandedcell 4850009054

distance 0.242

#16 · Yavatmalcell 5000009869

distance 0.244 · cross-district

#17 · Wardhacell 4980004561

distance 0.245 · cross-district

#18 · Yavatmalcell 5000009249

distance 0.245 · 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":4850008963}}}'

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.