Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005767

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.277

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870005790

distance 0.277 · cross-district

#2 · Buldhanacell 4720001501

distance 0.299 · cross-district

#3 · Solapurcell 4960007470

distance 0.303 · cross-district

#4 · Kolhapurcell 4800005832

distance 0.308

#5 · Chhatrapati Sambhajinagarcell 4690007891

distance 0.314 · cross-district

#6 · Sanglicell 4930000130

distance 0.322 · cross-district

#7 · Sanglicell 4930003389

distance 0.329 · cross-district

#8 · Solapurcell 4960005395

distance 0.332 · cross-district

#9 · Nandedcell 4850000349

distance 0.332 · cross-district

#10 · Dharashivcell 4880006426

distance 0.337 · cross-district

#11 · Wardhacell 4980000603

distance 0.338 · cross-district

#12 · Sanglicell 4930000645

distance 0.338 · cross-district

#13 · Sataracell 4940000461

distance 0.34 · cross-district

#14 · Sanglicell 4930001289

distance 0.341 · cross-district

#15 · Kolhapurcell 4800003057

distance 0.344

#16 · Dharashivcell 4880004200

distance 0.344 · cross-district

#17 · Sanglicell 4930002190

distance 0.348 · cross-district

#18 · Solapurcell 4960006708

distance 0.349 · 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":4800005767}}}'

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.