Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001669

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 · Kolhapurcell 4800003939

distance 0.277

#2 · Chhatrapati Sambhajinagarcell 4690004077

distance 0.297 · cross-district

#3 · Punecell 4900010020

distance 0.299 · cross-district

#4 · Kolhapurcell 4800002123

distance 0.304

#5 · Kolhapurcell 4800001888

distance 0.315

#6 · Jalgaoncell 4780005247

distance 0.319 · cross-district

#7 · Solapurcell 4960011649

distance 0.323 · cross-district

#8 · Dharashivcell 4880005936

distance 0.325 · cross-district

#9 · Dharashivcell 4880000281

distance 0.326 · cross-district

#10 · Washimcell 4990000124

distance 0.327 · cross-district

#11 · Jalgaoncell 4780006686

distance 0.328 · cross-district

#12 · Kolhapurcell 4800004638

distance 0.328

#13 · Ahmednagarcell 4660009644

distance 0.33 · cross-district

#14 · Sanglicell 4930004858

distance 0.332 · cross-district

#15 · Sataracell 4940000990

distance 0.334 · cross-district

#16 · Kolhapurcell 4800005149

distance 0.335

#17 · Solapurcell 4960005154

distance 0.335 · cross-district

#18 · Solapurcell 4960011188

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":4800001669}}}'

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.