Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004869

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.266

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004115

distance 0.266

#2 · Nandedcell 4850006005

distance 0.293

#3 · Laturcell 4810005448

distance 0.325 · cross-district

#4 · Nandedcell 4850004734

distance 0.327

#5 · Gadchirolicell 4750005014

distance 0.334 · cross-district

#6 · Yavatmalcell 5000006269

distance 0.335 · cross-district

#7 · Laturcell 4810005426

distance 0.338 · cross-district

#8 · Sanglicell 4930000221

distance 0.339 · cross-district

#9 · Dhulecell 4740000872

distance 0.341 · cross-district

#10 · Beedcell 4700008335

distance 0.341 · cross-district

#11 · Nandedcell 4850005265

distance 0.345

#12 · Ahmednagarcell 4660008574

distance 0.345 · cross-district

#13 · Laturcell 4810003012

distance 0.352 · cross-district

#14 · Nandedcell 4850002944

distance 0.361

#15 · Jalnacell 4790004050

distance 0.361 · cross-district

#16 · Parbhanicell 4890000891

distance 0.368 · cross-district

#17 · Nandedcell 4850002054

distance 0.369

#18 · Ahmednagarcell 4660010567

distance 0.371 · 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":4850004869}}}'

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.