Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001900

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001729

distance 0.181

#2 · Kolhapurcell 4800002545

distance 0.197

#3 · Kolhapurcell 4800001857

distance 0.202

#4 · Kolhapurcell 4800001783

distance 0.21

#5 · Kolhapurcell 4800001632

distance 0.236

#6 · Solapurcell 4960004098

distance 0.241 · cross-district

#7 · Kolhapurcell 4800001500

distance 0.242

#8 · Ahmednagarcell 4660001534

distance 0.254 · cross-district

#9 · Amravaticell 4680002993

distance 0.255 · cross-district

#10 · Washimcell 4990000119

distance 0.256 · cross-district

#11 · Ahmednagarcell 4660003474

distance 0.262 · cross-district

#12 · Kolhapurcell 4800004409

distance 0.264

#13 · Washimcell 4990000272

distance 0.266 · cross-district

#14 · Solapurcell 4960001670

distance 0.268 · cross-district

#15 · Solapurcell 4960002709

distance 0.279 · cross-district

#16 · Kolhapurcell 4800003954

distance 0.284

#17 · Solapurcell 4960009021

distance 0.285 · cross-district

#18 · Punecell 4900008538

distance 0.286 · 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":4800001900}}}'

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.