Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004455

The MH-36 locality cells most similar to this Kolhapur 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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.371

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004801

distance 0.371

#2 · Kolhapurcell 4800004124

distance 0.373

#3 · Kolhapurcell 4800005130

distance 0.378

#4 · Punecell 4900004316

distance 0.387 · cross-district

#5 · Kolhapurcell 4800005051

distance 0.387

#6 · Punecell 4900003761

distance 0.404 · cross-district

#7 · Solapurcell 4960001182

distance 0.404 · cross-district

#8 · Solapurcell 4960007788

distance 0.407 · cross-district

#9 · Sanglicell 4930007123

distance 0.409 · cross-district

#10 · Kolhapurcell 4800002918

distance 0.413

#11 · Buldhanacell 4720005046

distance 0.415 · cross-district

#12 · Sanglicell 4930001247

distance 0.415 · cross-district

#13 · Hingolicell 4770001344

distance 0.421 · cross-district

#14 · Punecell 4900005774

distance 0.426 · cross-district

#15 · Jalgaoncell 4780008767

distance 0.43 · cross-district

#16 · Sanglicell 4930000906

distance 0.432 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002711

distance 0.438 · cross-district

#18 · Kolhapurcell 4800005314

distance 0.438

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":480,"cluster_id":4800004455}}}'

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.