Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004414

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.303

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003942

distance 0.303

#2 · Ahmednagarcell 4660004316

distance 0.315 · cross-district

#3 · Kolhapurcell 4800004337

distance 0.325

#4 · Solapurcell 4960002717

distance 0.35 · cross-district

#5 · Laturcell 4810003370

distance 0.369 · cross-district

#6 · Amravaticell 4680006148

distance 0.37 · cross-district

#7 · Kolhapurcell 4800001788

distance 0.37

#8 · Dhulecell 4740000870

distance 0.373 · cross-district

#9 · Solapurcell 4960011260

distance 0.378 · cross-district

#10 · Ahmednagarcell 4660004855

distance 0.382 · cross-district

#11 · Kolhapurcell 4800004679

distance 0.382

#12 · Chandrapurcell 4730002448

distance 0.386 · cross-district

#13 · Nandedcell 4850004667

distance 0.388 · cross-district

#14 · Chandrapurcell 4730003456

distance 0.389 · cross-district

#15 · Sanglicell 4930002061

distance 0.397 · cross-district

#16 · Ahmednagarcell 4660006196

distance 0.398 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690005088

distance 0.402 · cross-district

#18 · Wardhacell 4980002568

distance 0.403 · 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":4800004414}}}'

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.