Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002470

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.48

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760001096

distance 0.48 · cross-district

#2 · Dharashivcell 4880004658

distance 0.582 · cross-district

#3 · Chandrapurcell 4730005304

distance 0.596 · cross-district

#4 · Dharashivcell 4880004657

distance 0.632 · cross-district

#5 · Beedcell 4700000028

distance 0.646 · cross-district

#6 · Raigadcell 4910005138

distance 0.667 · cross-district

#7 · Gadchirolicell 4750000335

distance 0.68 · cross-district

#8 · Gondiacell 4760004342

distance 0.702 · cross-district

#9 · Nandurbarcell 4860005020

distance 0.705 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690000782

distance 0.706 · cross-district

#11 · Beedcell 4700000098

distance 0.707 · cross-district

#12 · Kolhapurcell 4800006494

distance 0.71

#13 · Kolhapurcell 4800006490

distance 0.712

#14 · Nandedcell 4850001992

distance 0.716 · cross-district

#15 · Gadchirolicell 4750000508

distance 0.721 · cross-district

#16 · Gadchirolicell 4750000064

distance 0.734 · cross-district

#17 · Sanglicell 4930004911

distance 0.735 · cross-district

#18 · Gadchirolicell 4750000292

distance 0.738 · 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":4800002470}}}'

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.