Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005557

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002001

distance 0.204 · cross-district

#2 · Kolhapurcell 4800005556

distance 0.232

#3 · Kolhapurcell 4800004699

distance 0.271

#4 · Amravaticell 4680002888

distance 0.277 · cross-district

#5 · Kolhapurcell 4800005139

distance 0.301

#6 · Amravaticell 4680002560

distance 0.305 · cross-district

#7 · Ahmednagarcell 4660007641

distance 0.317 · cross-district

#8 · Amravaticell 4680003686

distance 0.321 · cross-district

#9 · Kolhapurcell 4800005566

distance 0.323

#10 · Ahmednagarcell 4660005692

distance 0.323 · cross-district

#11 · Sataracell 4940006186

distance 0.327 · cross-district

#12 · Akolacell 4670002136

distance 0.342 · cross-district

#13 · Amravaticell 4680006882

distance 0.343 · cross-district

#14 · Sataracell 4940006368

distance 0.347 · cross-district

#15 · Amravaticell 4680003177

distance 0.35 · cross-district

#16 · Kolhapurcell 4800004710

distance 0.353

#17 · Amravaticell 4680001363

distance 0.361 · cross-district

#18 · Punecell 4900004145

distance 0.362 · 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":4800005557}}}'

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.