Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004803

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005473

distance 0.257

#2 · Nandedcell 4850005599

distance 0.28

#3 · Kolhapurcell 4800004778

distance 0.289 · cross-district

#4 · Nandedcell 4850006004

distance 0.291

#5 · Laturcell 4810002411

distance 0.296 · cross-district

#6 · Kolhapurcell 4800004772

distance 0.307 · cross-district

#7 · Nandedcell 4850005332

distance 0.307

#8 · Nandedcell 4850005682

distance 0.309

#9 · Nandedcell 4850005066

distance 0.317

#10 · Kolhapurcell 4800005015

distance 0.33 · cross-district

#11 · Sanglicell 4930002200

distance 0.347 · cross-district

#12 · Kolhapurcell 4800004329

distance 0.355 · cross-district

#13 · Sanglicell 4930000351

distance 0.363 · cross-district

#14 · Kolhapurcell 4800005690

distance 0.365 · cross-district

#15 · Ahmednagarcell 4660006197

distance 0.365 · cross-district

#16 · Kolhapurcell 4800004408

distance 0.368 · cross-district

#17 · Laturcell 4810004550

distance 0.369 · cross-district

#18 · Laturcell 4810002964

distance 0.37 · 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":4850004803}}}'

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.