Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004535

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.251

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003106

distance 0.251 · cross-district

#2 · Nandedcell 4850004599

distance 0.319

#3 · Ahmednagarcell 4660008892

distance 0.331 · cross-district

#4 · Kolhapurcell 4800004179

distance 0.335 · cross-district

#5 · Beedcell 4700007587

distance 0.336 · cross-district

#6 · Laturcell 4810004819

distance 0.354 · cross-district

#7 · Laturcell 4810002958

distance 0.359 · cross-district

#8 · Dharashivcell 4880001412

distance 0.365 · cross-district

#9 · Laturcell 4810002963

distance 0.365 · cross-district

#10 · Laturcell 4810002949

distance 0.367 · cross-district

#11 · Jalgaoncell 4780004184

distance 0.373 · cross-district

#12 · Sanglicell 4930002062

distance 0.373 · cross-district

#13 · Beedcell 4700004313

distance 0.374 · cross-district

#14 · Solapurcell 4960007509

distance 0.375 · cross-district

#15 · Dhulecell 4740000600

distance 0.379 · cross-district

#16 · Buldhanacell 4720001952

distance 0.386 · cross-district

#17 · Dhulecell 4740000973

distance 0.387 · cross-district

#18 · Jalgaoncell 4780003283

distance 0.387 · 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":4850004535}}}'

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.