Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003201

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 13 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.487

lower = more alike (weighted)

The twins, closest first

#1 · Palgharcell 6650003237

distance 0.487 · cross-district

#2 · Kolhapurcell 4800002650

distance 0.512

#3 · Thanecell 4970002939

distance 0.526 · cross-district

#4 · Laturcell 4810003190

distance 0.56 · cross-district

#5 · Kolhapurcell 4800006291

distance 0.619

#6 · Gadchirolicell 4750000024

distance 0.627 · cross-district

#7 · Kolhapurcell 4800002757

distance 0.648

#8 · Solapurcell 4960010903

distance 0.652 · cross-district

#9 · Gadchirolicell 4750000023

distance 0.654 · cross-district

#10 · Gondiacell 4760000539

distance 0.672 · cross-district

#11 · Raigadcell 4910001705

distance 0.673 · cross-district

#12 · Buldhanacell 4720001249

distance 0.689 · cross-district

#13 · Gadchirolicell 4750000009

distance 0.705 · cross-district

#14 · Sindhudurgcell 4950000286

distance 0.708 · cross-district

#15 · Jalnacell 4790001494

distance 0.711 · cross-district

#16 · Hingolicell 4770001901

distance 0.717 · cross-district

#17 · Gadchirolicell 4750006316

distance 0.72 · cross-district

#18 · Wardhacell 4980004050

distance 0.726 · 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":4800003201}}}'

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.