Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006077

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.366

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005882

distance 0.366

#2 · Kolhapurcell 4800002725

distance 0.369

#3 · Sataracell 4940008216

distance 0.408 · cross-district

#4 · Solapurcell 4960007440

distance 0.409 · cross-district

#5 · Kolhapurcell 4800002678

distance 0.41

#6 · Nashikcell 4870002512

distance 0.419 · cross-district

#7 · Sataracell 4940001110

distance 0.423 · cross-district

#8 · Sindhudurgcell 4950000568

distance 0.424 · cross-district

#9 · Punecell 4900001437

distance 0.426 · cross-district

#10 · Sataracell 4940004718

distance 0.428 · cross-district

#11 · Ratnagiricell 4920004590

distance 0.434 · cross-district

#12 · Ahmednagarcell 4660012600

distance 0.44 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690001403

distance 0.44 · cross-district

#14 · Ahmednagarcell 4660012738

distance 0.441 · cross-district

#15 · Punecell 4900001445

distance 0.445 · cross-district

#16 · Sanglicell 4930003385

distance 0.453 · cross-district

#17 · Sataracell 4940006920

distance 0.454 · cross-district

#18 · Ratnagiricell 4920006972

distance 0.455 · 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":4800006077}}}'

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.