Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004701

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 12 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.329

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005257

distance 0.329 · cross-district

#2 · Ahmednagarcell 4660004040

distance 0.363 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690002380

distance 0.369 · cross-district

#4 · Akolacell 4670004277

distance 0.39 · cross-district

#5 · Jalgaoncell 4780008206

distance 0.407 · cross-district

#6 · Nashikcell 4870011099

distance 0.412 · cross-district

#7 · Kolhapurcell 4800003881

distance 0.416

#8 · Jalgaoncell 4780005340

distance 0.417 · cross-district

#9 · Buldhanacell 4720006298

distance 0.42 · cross-district

#10 · Kolhapurcell 4800004790

distance 0.421

#11 · Solapurcell 4960006454

distance 0.453 · cross-district

#12 · Washimcell 4990001308

distance 0.457 · cross-district

#13 · Akolacell 4670001776

distance 0.466 · cross-district

#14 · Sanglicell 4930000345

distance 0.466 · cross-district

#15 · Ahmednagarcell 4660004769

distance 0.468 · cross-district

#16 · Dharashivcell 4880006012

distance 0.468 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002907

distance 0.472 · cross-district

#18 · Sanglicell 4930000538

distance 0.472 · 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":4800004701}}}'

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.