Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004443

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

0.398

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660005691

distance 0.398 · cross-district

#2 · Punecell 4900001444

distance 0.415 · cross-district

#3 · Kolhapurcell 4800003879

distance 0.416

#4 · Kolhapurcell 4800004370

distance 0.424

#5 · Amravaticell 4680002586

distance 0.441 · cross-district

#6 · Kolhapurcell 4800001844

distance 0.446

#7 · Nashikcell 4870005412

distance 0.449 · cross-district

#8 · Solapurcell 4960007927

distance 0.455 · cross-district

#9 · Kolhapurcell 4800004359

distance 0.459

#10 · Nashikcell 4870002003

distance 0.461 · cross-district

#11 · Washimcell 4990001306

distance 0.461 · cross-district

#12 · Laturcell 4810002016

distance 0.463 · cross-district

#13 · Nashikcell 4870002344

distance 0.463 · cross-district

#14 · Sanglicell 4930000293

distance 0.465 · cross-district

#15 · Ahmednagarcell 4660014349

distance 0.469 · cross-district

#16 · Yavatmalcell 5000003088

distance 0.479 · cross-district

#17 · Solapurcell 4960001772

distance 0.48 · cross-district

#18 · Ahmednagarcell 4660000829

distance 0.484 · 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":4800004443}}}'

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.