Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003955

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004360

distance 0.217

#2 · Sataracell 4940004123

distance 0.242 · cross-district

#3 · Kolhapurcell 4800004543

distance 0.245

#4 · Sataracell 4940007903

distance 0.246 · cross-district

#5 · Kolhapurcell 4800004623

distance 0.249

#6 · Sataracell 4940008015

distance 0.249 · cross-district

#7 · Ahmednagarcell 4660001534

distance 0.252 · cross-district

#8 · Kolhapurcell 4800003606

distance 0.257

#9 · Kolhapurcell 4800004620

distance 0.258

#10 · Sataracell 4940008329

distance 0.265 · cross-district

#11 · Sataracell 4940005705

distance 0.271 · cross-district

#12 · Sanglicell 4930006884

distance 0.274 · cross-district

#13 · Ahmednagarcell 4660005252

distance 0.276 · cross-district

#14 · Kolhapurcell 4800004866

distance 0.279

#15 · Sanglicell 4930006033

distance 0.279 · cross-district

#16 · Sataracell 4940004721

distance 0.281 · cross-district

#17 · Sataracell 4940008665

distance 0.285 · cross-district

#18 · Kolhapurcell 4800003965

distance 0.286

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":4800003955}}}'

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.