Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004599

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.252

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004179

distance 0.252 · cross-district

#2 · Sanglicell 4930002062

distance 0.254 · cross-district

#3 · Nandedcell 4850004536

distance 0.279

#4 · Dhulecell 4740001476

distance 0.288 · cross-district

#5 · Beedcell 4700007822

distance 0.298 · cross-district

#6 · Dharashivcell 4880001412

distance 0.306 · cross-district

#7 · Laturcell 4810003106

distance 0.307 · cross-district

#8 · Laturcell 4810003050

distance 0.308 · cross-district

#9 · Nashikcell 4870006784

distance 0.312 · cross-district

#10 · Dhulecell 4740000382

distance 0.317 · cross-district

#11 · Beedcell 4700000243

distance 0.318 · cross-district

#12 · Beedcell 4700006961

distance 0.318 · cross-district

#13 · Nandedcell 4850004535

distance 0.319

#14 · Jalgaoncell 4780004184

distance 0.32 · cross-district

#15 · Jalnacell 4790004052

distance 0.322 · cross-district

#16 · Laturcell 4810003322

distance 0.324 · cross-district

#17 · Laturcell 4810003217

distance 0.326 · cross-district

#18 · Laturcell 4810001913

distance 0.33 · 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":4850004599}}}'

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.