Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001905

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.253

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004408

distance 0.253

#2 · Kolhapurcell 4800001895

distance 0.29

#3 · Sanglicell 4930002200

distance 0.295 · cross-district

#4 · Kolhapurcell 4800004956

distance 0.299

#5 · Solapurcell 4960005508

distance 0.309 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690002344

distance 0.314 · cross-district

#7 · Kolhapurcell 4800001797

distance 0.32

#8 · Kolhapurcell 4800004371

distance 0.323

#9 · Chhatrapati Sambhajinagarcell 4690003014

distance 0.325 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002911

distance 0.328 · cross-district

#11 · Laturcell 4810003374

distance 0.331 · cross-district

#12 · Amravaticell 4680003187

distance 0.332 · cross-district

#13 · Kolhapurcell 4800004772

distance 0.341

#14 · Laturcell 4810003576

distance 0.343 · cross-district

#15 · Kolhapurcell 4800005043

distance 0.344

#16 · Amravaticell 4680003786

distance 0.346 · cross-district

#17 · Punecell 4900002353

distance 0.355 · cross-district

#18 · Sataracell 4940008215

distance 0.357 · 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":4800001905}}}'

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.