Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003210

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810004891

distance 0.239 · cross-district

#2 · Yavatmalcell 5000002121

distance 0.298 · cross-district

#3 · Akolacell 4670000365

distance 0.314 · cross-district

#4 · Amravaticell 4680002271

distance 0.315 · cross-district

#5 · Chandrapurcell 4730001150

distance 0.33 · cross-district

#6 · Nandedcell 4850000702

distance 0.331

#7 · Yavatmalcell 5000004491

distance 0.332 · cross-district

#8 · Nandedcell 4850000076

distance 0.334

#9 · Beedcell 4700006919

distance 0.335 · cross-district

#10 · Nandedcell 4850003213

distance 0.341

#11 · Yavatmalcell 5000010994

distance 0.341 · cross-district

#12 · Nandedcell 4850003023

distance 0.343

#13 · Ahmednagarcell 4660007767

distance 0.347 · cross-district

#14 · Nandedcell 4850000109

distance 0.347

#15 · Sataracell 4940007605

distance 0.349 · cross-district

#16 · Chandrapurcell 4730002970

distance 0.35 · cross-district

#17 · Nandedcell 4850003454

distance 0.351

#18 · Yavatmalcell 5000002068

distance 0.351 · 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":4850003210}}}'

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.