Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004440

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004529

distance 0.132

#2 · Ahmednagarcell 4660004854

distance 0.262 · cross-district

#3 · Ahmednagarcell 4660004945

distance 0.291 · cross-district

#4 · Sanglicell 4930000344

distance 0.293 · cross-district

#5 · Solapurcell 4960007928

distance 0.306 · cross-district

#6 · Sanglicell 4930000399

distance 0.325 · cross-district

#7 · Amravaticell 4680005509

distance 0.336 · cross-district

#8 · Amravaticell 4680002169

distance 0.362 · cross-district

#9 · Sataracell 4940004464

distance 0.364 · cross-district

#10 · Amravaticell 4680002687

distance 0.367 · cross-district

#11 · Buldhanacell 4720006368

distance 0.377 · cross-district

#12 · Nashikcell 4870010973

distance 0.393 · cross-district

#13 · Solapurcell 4960005211

distance 0.394 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002901

distance 0.394 · cross-district

#15 · Sataracell 4940004702

distance 0.397 · cross-district

#16 · Sataracell 4940008115

distance 0.402 · cross-district

#17 · Kolhapurcell 4800004614

distance 0.405

#18 · Kolhapurcell 4800004335

distance 0.406

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":4800004440}}}'

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.