Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002000

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.273

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660003475

distance 0.273 · cross-district

#2 · Punecell 4900009717

distance 0.28 · cross-district

#3 · Sanglicell 4930004582

distance 0.282 · cross-district

#4 · Dharashivcell 4880002706

distance 0.29 · cross-district

#5 · Dharashivcell 4880002622

distance 0.292 · cross-district

#6 · Amravaticell 4680006000

distance 0.299 · cross-district

#7 · Solapurcell 4960011963

distance 0.304 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690003524

distance 0.311 · cross-district

#9 · Sanglicell 4930006531

distance 0.311 · cross-district

#10 · Sanglicell 4930006153

distance 0.315 · cross-district

#11 · Solapurcell 4960010658

distance 0.315 · cross-district

#12 · Sanglicell 4930006566

distance 0.319 · cross-district

#13 · Solapurcell 4960004256

distance 0.319 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690000862

distance 0.322 · cross-district

#15 · Sanglicell 4930003049

distance 0.323 · cross-district

#16 · Solapurcell 4960004712

distance 0.323 · cross-district

#17 · Beedcell 4700002132

distance 0.325 · cross-district

#18 · Beedcell 4700003721

distance 0.327 · 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":4800002000}}}'

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.