Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003041

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.286

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005822

distance 0.286

#2 · Dharashivcell 4880004322

distance 0.287 · cross-district

#3 · Nandedcell 4850004732

distance 0.299

#4 · Ahmednagarcell 4660011119

distance 0.302 · cross-district

#5 · Beedcell 4700003783

distance 0.307 · cross-district

#6 · Beedcell 4700003176

distance 0.31 · cross-district

#7 · Dharashivcell 4880004569

distance 0.33 · cross-district

#8 · Dharashivcell 4880003094

distance 0.331 · cross-district

#9 · Dharashivcell 4880005333

distance 0.346 · cross-district

#10 · Nandedcell 4850001219

distance 0.347

#11 · Solapurcell 4960002592

distance 0.351 · cross-district

#12 · Beedcell 4700008125

distance 0.361 · cross-district

#13 · Nashikcell 4870011982

distance 0.362 · cross-district

#14 · Beedcell 4700004117

distance 0.362 · cross-district

#15 · Ahmednagarcell 4660011118

distance 0.365 · cross-district

#16 · Solapurcell 4960002736

distance 0.37 · cross-district

#17 · Nashikcell 4870011862

distance 0.37 · cross-district

#18 · Sanglicell 4930002577

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":4850003041}}}'

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.