Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001894

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.259

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004975

distance 0.259 · cross-district

#2 · Washimcell 4990000052

distance 0.262 · cross-district

#3 · Sanglicell 4930004836

distance 0.28 · cross-district

#4 · Kolhapurcell 4800002058

distance 0.287

#5 · Chhatrapati Sambhajinagarcell 4690001447

distance 0.292 · cross-district

#6 · Ahmednagarcell 4660001430

distance 0.293 · cross-district

#7 · Kolhapurcell 4800004692

distance 0.299

#8 · Kolhapurcell 4800001052

distance 0.299

#9 · Kolhapurcell 4800001729

distance 0.299

#10 · Kolhapurcell 4800001783

distance 0.304

#11 · Sanglicell 4930004390

distance 0.305 · cross-district

#12 · Kolhapurcell 4800005101

distance 0.309

#13 · Sanglicell 4930004968

distance 0.311 · cross-district

#14 · Sanglicell 4930003924

distance 0.311 · cross-district

#15 · Punecell 4900005008

distance 0.312 · cross-district

#16 · Nashikcell 4870005430

distance 0.314 · cross-district

#17 · Sanglicell 4930001289

distance 0.314 · cross-district

#18 · Sanglicell 4930002725

distance 0.314 · 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":480,"cluster_id":4800001894}}}'

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.