Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005461

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.252

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005114

distance 0.252

#2 · Beedcell 4700002601

distance 0.259 · cross-district

#3 · Nagpurcell 4840002344

distance 0.262 · cross-district

#4 · Kolhapurcell 4800005464

distance 0.263

#5 · Jalgaoncell 4780000096

distance 0.269 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690001831

distance 0.272 · cross-district

#7 · Ahmednagarcell 4660013035

distance 0.274 · cross-district

#8 · Jalgaoncell 4780000564

distance 0.275 · cross-district

#9 · Beedcell 4700003635

distance 0.276 · cross-district

#10 · Nashikcell 4870007386

distance 0.276 · cross-district

#11 · Ahmednagarcell 4660012645

distance 0.278 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690006506

distance 0.279 · cross-district

#13 · Kolhapurcell 4800005452

distance 0.279

#14 · Dhulecell 4740001608

distance 0.279 · cross-district

#15 · Kolhapurcell 4800005846

distance 0.28

#16 · Kolhapurcell 4800005288

distance 0.285

#17 · Parbhanicell 4890000589

distance 0.285 · cross-district

#18 · Ahmednagarcell 4660014286

distance 0.286 · 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":4800005461}}}'

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.