Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004623

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004543

distance 0.115

#2 · Kolhapurcell 4800005316

distance 0.192

#3 · Kolhapurcell 4800004360

distance 0.213

#4 · Sanglicell 4930006884

distance 0.215 · cross-district

#5 · Sataracell 4940008665

distance 0.224 · cross-district

#6 · Sanglicell 4930006110

distance 0.23 · cross-district

#7 · Kolhapurcell 4800004454

distance 0.23

#8 · Kolhapurcell 4800003965

distance 0.231

#9 · Kolhapurcell 4800004125

distance 0.235

#10 · Amravaticell 4680003279

distance 0.241 · cross-district

#11 · Kolhapurcell 4800004620

distance 0.247

#12 · Kolhapurcell 4800003955

distance 0.249

#13 · Sataracell 4940006162

distance 0.251 · cross-district

#14 · Kolhapurcell 4800005314

distance 0.254

#15 · Kolhapurcell 4800005398

distance 0.256

#16 · Sataracell 4940007903

distance 0.256 · cross-district

#17 · Sataracell 4940008580

distance 0.257 · cross-district

#18 · Ahmednagarcell 4660001534

distance 0.262 · 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":4800004623}}}'

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.