Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003301

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.266

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002818

distance 0.266

#2 · Kolhapurcell 4800004912

distance 0.371

#3 · Ratnagiricell 4920000320

distance 0.389 · cross-district

#4 · Palgharcell 6650004523

distance 0.395 · cross-district

#5 · Sindhudurgcell 4950001857

distance 0.408 · cross-district

#6 · Palgharcell 6650003074

distance 0.412 · cross-district

#7 · Palgharcell 6650002674

distance 0.418 · cross-district

#8 · Thanecell 4970003334

distance 0.419 · cross-district

#9 · Kolhapurcell 4800005175

distance 0.421

#10 · Kolhapurcell 4800002766

distance 0.424

#11 · Sindhudurgcell 4950001976

distance 0.424 · cross-district

#12 · Ratnagiricell 4920002704

distance 0.426 · cross-district

#13 · Palgharcell 6650003883

distance 0.431 · cross-district

#14 · Kolhapurcell 4800004226

distance 0.431

#15 · Palgharcell 6650002847

distance 0.431 · cross-district

#16 · Palgharcell 6650001505

distance 0.432 · cross-district

#17 · Raigadcell 4910003363

distance 0.435 · cross-district

#18 · Palgharcell 6650004554

distance 0.437 · 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":4800003301}}}'

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.