Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004530

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

0.29

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000402

distance 0.29 · cross-district

#2 · Kolhapurcell 4800003537

distance 0.328

#3 · Kolhapurcell 4800004370

distance 0.331

#4 · Ahmednagarcell 4660005351

distance 0.331 · cross-district

#5 · Punecell 4900001444

distance 0.334 · cross-district

#6 · Kolhapurcell 4800005140

distance 0.352

#7 · Sanglicell 4930000255

distance 0.364 · cross-district

#8 · Sataracell 4940004705

distance 0.373 · cross-district

#9 · Punecell 4900005925

distance 0.382 · cross-district

#10 · Amravaticell 4680002274

distance 0.383 · cross-district

#11 · Beedcell 4700005259

distance 0.385 · cross-district

#12 · Amravaticell 4680002586

distance 0.387 · cross-district

#13 · Nashikcell 4870002845

distance 0.39 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002698

distance 0.392 · cross-district

#15 · Punecell 4900003301

distance 0.401 · cross-district

#16 · Ahmednagarcell 4660012304

distance 0.402 · cross-district

#17 · Punecell 4900001576

distance 0.403 · cross-district

#18 · Kolhapurcell 4800004252

distance 0.403

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":4800004530}}}'

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.