Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004274

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.309

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680002274

distance 0.309 · cross-district

#2 · Buldhanacell 4720006296

distance 0.328 · cross-district

#3 · Sataracell 4940008011

distance 0.328 · cross-district

#4 · Sanglicell 4930002841

distance 0.336 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690002905

distance 0.341 · cross-district

#6 · Ahmednagarcell 4660005132

distance 0.355 · cross-district

#7 · Sanglicell 4930000251

distance 0.356 · cross-district

#8 · Sataracell 4940004826

distance 0.37 · cross-district

#9 · Ahmednagarcell 4660005576

distance 0.37 · cross-district

#10 · Sataracell 4940004227

distance 0.382 · cross-district

#11 · Nashikcell 4870010710

distance 0.386 · cross-district

#12 · Punecell 4900005797

distance 0.386 · cross-district

#13 · Kolhapurcell 4800005055

distance 0.398

#14 · Solapurcell 4960004905

distance 0.399 · cross-district

#15 · Sanglicell 4930000184

distance 0.4 · cross-district

#16 · Sataracell 4940004705

distance 0.406 · cross-district

#17 · Punecell 4900005925

distance 0.406 · cross-district

#18 · Sanglicell 4930005901

distance 0.409 · 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":4800004274}}}'

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.