Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850005692

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

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850006004

distance 0.263

#2 · Nandedcell 4850005613

distance 0.315

#3 · Laturcell 4810003215

distance 0.321 · cross-district

#4 · Nandedcell 4850005269

distance 0.343

#5 · Nandedcell 4850005682

distance 0.354

#6 · Nandedcell 4850004988

distance 0.366

#7 · Nandedcell 4850005599

distance 0.367

#8 · Nandedcell 4850005261

distance 0.37

#9 · Laturcell 4810004425

distance 0.376 · cross-district

#10 · Nandedcell 4850005126

distance 0.376

#11 · Hingolicell 4770000171

distance 0.39 · cross-district

#12 · Ahmednagarcell 4660011578

distance 0.404 · cross-district

#13 · Chandrapurcell 4730003686

distance 0.406 · cross-district

#14 · Buldhanacell 4720001579

distance 0.407 · cross-district

#15 · Laturcell 4810003479

distance 0.409 · cross-district

#16 · Kolhapurcell 4800004864

distance 0.412 · cross-district

#17 · Jalnacell 4790001236

distance 0.413 · cross-district

#18 · Sanglicell 4930000719

distance 0.416 · 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":4850005692}}}'

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.