Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008982

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000006511

distance 0.225 · cross-district

#2 · Yavatmalcell 5000002542

distance 0.226 · cross-district

#3 · Yavatmalcell 5000010138

distance 0.231 · cross-district

#4 · Nandedcell 4850009016

distance 0.242

#5 · Yavatmalcell 5000010245

distance 0.243 · cross-district

#6 · Wardhacell 4980001281

distance 0.245 · cross-district

#7 · Chandrapurcell 4730007740

distance 0.246 · cross-district

#8 · Nandedcell 4850008963

distance 0.248

#9 · Jalnacell 4790003761

distance 0.25 · cross-district

#10 · Wardhacell 4980004247

distance 0.257 · cross-district

#11 · Yavatmalcell 5000007532

distance 0.263 · cross-district

#12 · Yavatmalcell 5000010221

distance 0.266 · cross-district

#13 · Yavatmalcell 5000007789

distance 0.268 · cross-district

#14 · Yavatmalcell 5000010626

distance 0.269 · cross-district

#15 · Wardhacell 4980001592

distance 0.27 · cross-district

#16 · Yavatmalcell 5000008880

distance 0.272 · cross-district

#17 · Nandedcell 4850009069

distance 0.273

#18 · Wardhacell 4980001294

distance 0.278 · 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":4850008982}}}'

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.