Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850005438

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

0.284

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005437

distance 0.284

#2 · Beedcell 4700008420

distance 0.39 · cross-district

#3 · Dharashivcell 4880005737

distance 0.402 · cross-district

#4 · Laturcell 4810004407

distance 0.405 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690003568

distance 0.429 · cross-district

#6 · Nandedcell 4850004667

distance 0.435

#7 · Nandedcell 4850004739

distance 0.454

#8 · Parbhanicell 4890003148

distance 0.456 · cross-district

#9 · Yavatmalcell 5000000498

distance 0.46 · cross-district

#10 · Yavatmalcell 5000000350

distance 0.463 · cross-district

#11 · Beedcell 4700001024

distance 0.463 · cross-district

#12 · Laturcell 4810000901

distance 0.464 · cross-district

#13 · Kolhapurcell 4800005833

distance 0.47 · cross-district

#14 · Laturcell 4810000965

distance 0.476 · cross-district

#15 · Beedcell 4700005259

distance 0.477 · cross-district

#16 · Ahmednagarcell 4660002597

distance 0.486 · cross-district

#17 · Dharashivcell 4880003743

distance 0.49 · cross-district

#18 · Jalgaoncell 4780005579

distance 0.495 · 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":4850005438}}}'

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.