Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001904

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001903

distance 0.193

#2 · Kolhapurcell 4800002401

distance 0.28

#3 · Laturcell 4810003662

distance 0.31 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690002895

distance 0.317 · cross-district

#5 · Kolhapurcell 4800004847

distance 0.321

#6 · Chhatrapati Sambhajinagarcell 4690002797

distance 0.334 · cross-district

#7 · Kolhapurcell 4800004609

distance 0.34

#8 · Laturcell 4810004550

distance 0.341 · cross-district

#9 · Amravaticell 4680002885

distance 0.344 · cross-district

#10 · Akolacell 4670001830

distance 0.345 · cross-district

#11 · Ahmednagarcell 4660005694

distance 0.348 · cross-district

#12 · Kolhapurcell 4800004957

distance 0.355

#13 · Kolhapurcell 4800001895

distance 0.358

#14 · Kolhapurcell 4800004329

distance 0.364

#15 · Kolhapurcell 4800003932

distance 0.366

#16 · Laturcell 4810003374

distance 0.366 · cross-district

#17 · Yavatmalcell 5000009544

distance 0.373 · cross-district

#18 · Kolhapurcell 4800004707

distance 0.373

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":4800001904}}}'

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.