Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003083

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001274

distance 0.14

#2 · Nandedcell 4850001473

distance 0.21

#3 · Jalgaoncell 4780007686

distance 0.252 · cross-district

#4 · Laturcell 4810004535

distance 0.257 · cross-district

#5 · Ahmednagarcell 4660011565

distance 0.262 · cross-district

#6 · Dharashivcell 4880003561

distance 0.268 · cross-district

#7 · Laturcell 4810002143

distance 0.268 · cross-district

#8 · Sanglicell 4930002744

distance 0.273 · cross-district

#9 · Laturcell 4810004493

distance 0.276 · cross-district

#10 · Nandedcell 4850005474

distance 0.277

#11 · Chhatrapati Sambhajinagarcell 4690005501

distance 0.278 · cross-district

#12 · Nashikcell 4870006358

distance 0.285 · cross-district

#13 · Sanglicell 4930001873

distance 0.286 · cross-district

#14 · Nandedcell 4850005288

distance 0.29

#15 · Nandedcell 4850002721

distance 0.29

#16 · Chhatrapati Sambhajinagarcell 4690002639

distance 0.291 · cross-district

#17 · Beedcell 4700008124

distance 0.292 · cross-district

#18 · Laturcell 4810001819

distance 0.294 · 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":4850003083}}}'

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.