Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003598

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.357

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660000829

distance 0.357 · cross-district

#2 · Sanglicell 4930000293

distance 0.358 · cross-district

#3 · Ahmednagarcell 4660004316

distance 0.369 · cross-district

#4 · Sanglicell 4930000248

distance 0.383 · cross-district

#5 · Sataracell 4940001278

distance 0.385 · cross-district

#6 · Sataracell 4940008573

distance 0.388 · cross-district

#7 · Dharashivcell 4880002343

distance 0.416 · cross-district

#8 · Punecell 4900001858

distance 0.42 · cross-district

#9 · Sanglicell 4930002061

distance 0.427 · cross-district

#10 · Kolhapurcell 4800004414

distance 0.433

#11 · Nashikcell 4870002091

distance 0.443 · cross-district

#12 · Ahmednagarcell 4660009052

distance 0.443 · cross-district

#13 · Laturcell 4810003370

distance 0.444 · cross-district

#14 · Nandedcell 4850002562

distance 0.446 · cross-district

#15 · Kolhapurcell 4800004337

distance 0.453

#16 · Punecell 4900005777

distance 0.462 · cross-district

#17 · Nagpurcell 4840004818

distance 0.465 · cross-district

#18 · Sataracell 4940007438

distance 0.465 · 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":4800003598}}}'

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.