Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004504

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.553

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000257

distance 0.553 · cross-district

#2 · Sindhudurgcell 4950001588

distance 0.563 · cross-district

#3 · Nagpurcell 4840002997

distance 0.578 · cross-district

#4 · Beedcell 4700005579

distance 0.587 · cross-district

#5 · Kolhapurcell 4800004337

distance 0.591

#6 · Thanecell 4970000028

distance 0.597 · cross-district

#7 · Raigadcell 4910005596

distance 0.598 · cross-district

#8 · Kolhapurcell 4800004341

distance 0.602

#9 · Kolhapurcell 4800004097

distance 0.609

#10 · Chhatrapati Sambhajinagarcell 4690003022

distance 0.61 · cross-district

#11 · Nandedcell 4850004735

distance 0.619 · cross-district

#12 · Kolhapurcell 4800004511

distance 0.62

#13 · Chhatrapati Sambhajinagarcell 4690001886

distance 0.621 · cross-district

#14 · Nandedcell 4850008872

distance 0.622 · cross-district

#15 · Raigadcell 4910004439

distance 0.622 · cross-district

#16 · Sanglicell 4930002061

distance 0.629 · cross-district

#17 · Punecell 4900006159

distance 0.633 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690001403

distance 0.636 · 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":4800004504}}}'

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.