Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001828

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

0.323

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002131

distance 0.323 · cross-district

#2 · Kolhapurcell 4800001719

distance 0.332

#3 · Kolhapurcell 4800001777

distance 0.344

#4 · Sanglicell 4930006153

distance 0.35 · cross-district

#5 · Washimcell 4990000141

distance 0.36 · cross-district

#6 · Sataracell 4940003243

distance 0.361 · cross-district

#7 · Solapurcell 4960004255

distance 0.364 · cross-district

#8 · Sanglicell 4930005819

distance 0.364 · cross-district

#9 · Jalgaoncell 4780007987

distance 0.365 · cross-district

#10 · Ahmednagarcell 4660002785

distance 0.365 · cross-district

#11 · Ahmednagarcell 4660002863

distance 0.366 · cross-district

#12 · Dharashivcell 4880002401

distance 0.367 · cross-district

#13 · Punecell 4900008987

distance 0.368 · cross-district

#14 · Punecell 4900001490

distance 0.378 · cross-district

#15 · Ahmednagarcell 4660003249

distance 0.38 · cross-district

#16 · Kolhapurcell 4800002000

distance 0.385

#17 · Punecell 4900002801

distance 0.385 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690002481

distance 0.387 · 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":4800001828}}}'

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.