Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001404

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.286

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001468

distance 0.286

#2 · Beedcell 4700004010

distance 0.301 · cross-district

#3 · Beedcell 4700003857

distance 0.316 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690000917

distance 0.316 · cross-district

#5 · Kolhapurcell 4800000593

distance 0.317

#6 · Beedcell 4700004870

distance 0.318 · cross-district

#7 · Dharashivcell 4880004453

distance 0.323 · cross-district

#8 · Solapurcell 4960009680

distance 0.324 · cross-district

#9 · Solapurcell 4960004922

distance 0.327 · cross-district

#10 · Washimcell 4990000506

distance 0.328 · cross-district

#11 · Kolhapurcell 4800001456

distance 0.331

#12 · Beedcell 4700005192

distance 0.333 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690004651

distance 0.335 · cross-district

#14 · Beedcell 4700005012

distance 0.335 · cross-district

#15 · Kolhapurcell 4800001888

distance 0.335

#16 · Washimcell 4990000376

distance 0.336 · cross-district

#17 · Solapurcell 4960003969

distance 0.336 · cross-district

#18 · Sanglicell 4930006343

distance 0.337 · 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":4800001404}}}'

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.