Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001732

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004690

distance 0.249 · cross-district

#2 · Kolhapurcell 4800002121

distance 0.256

#3 · Kolhapurcell 4800001952

distance 0.273

#4 · Kolhapurcell 4800002058

distance 0.298

#5 · Ahmednagarcell 4660003740

distance 0.304 · cross-district

#6 · Solapurcell 4960011023

distance 0.311 · cross-district

#7 · Kolhapurcell 4800001895

distance 0.314

#8 · Kolhapurcell 4800001731

distance 0.316

#9 · Kolhapurcell 4800005373

distance 0.316

#10 · Chhatrapati Sambhajinagarcell 4690002179

distance 0.318 · cross-district

#11 · Kolhapurcell 4800001797

distance 0.319

#12 · Kolhapurcell 4800004036

distance 0.32

#13 · Kolhapurcell 4800001632

distance 0.321

#14 · Amravaticell 4680001960

distance 0.321 · cross-district

#15 · Solapurcell 4960005872

distance 0.322 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003886

distance 0.324 · cross-district

#17 · Kolhapurcell 4800001783

distance 0.324

#18 · Kolhapurcell 4800001671

distance 0.325

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":4800001732}}}'

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.