Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005126

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003670

distance 0.227

#2 · Sanglicell 4930000395

distance 0.251 · cross-district

#3 · Kolhapurcell 4800004609

distance 0.257

#4 · Kolhapurcell 4800005556

distance 0.262

#5 · Kolhapurcell 4800004783

distance 0.264

#6 · Punecell 4900001878

distance 0.271 · cross-district

#7 · Punecell 4900002502

distance 0.273 · cross-district

#8 · Kolhapurcell 4800003819

distance 0.275

#9 · Ahmednagarcell 4660002446

distance 0.277 · cross-district

#10 · Solapurcell 4960008674

distance 0.278 · cross-district

#11 · Sataracell 4940008304

distance 0.287 · cross-district

#12 · Kolhapurcell 4800004707

distance 0.288

#13 · Sanglicell 4930000801

distance 0.291 · cross-district

#14 · Punecell 4900004448

distance 0.293 · cross-district

#15 · Punecell 4900001305

distance 0.294 · cross-district

#16 · Amravaticell 4680003664

distance 0.296 · cross-district

#17 · Sanglicell 4930000906

distance 0.297 · cross-district

#18 · Nashikcell 4870003530

distance 0.3 · 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":4800005126}}}'

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.