Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005012

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.253

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005837

distance 0.253

#2 · Kolhapurcell 4800004497

distance 0.26

#3 · Kolhapurcell 4800005015

distance 0.278

#4 · Kolhapurcell 4800004460

distance 0.281

#5 · Sanglicell 4930000543

distance 0.303 · cross-district

#6 · Kolhapurcell 4800004017

distance 0.321

#7 · Kolhapurcell 4800005832

distance 0.322

#8 · Kolhapurcell 4800005843

distance 0.325

#9 · Kolhapurcell 4800003819

distance 0.328

#10 · Kolhapurcell 4800004588

distance 0.331

#11 · Kolhapurcell 4800005690

distance 0.335

#12 · Kolhapurcell 4800004009

distance 0.339

#13 · Kolhapurcell 4800001731

distance 0.34

#14 · Kolhapurcell 4800004847

distance 0.347

#15 · Sanglicell 4930001291

distance 0.348 · cross-district

#16 · Kolhapurcell 4800004025

distance 0.354

#17 · Kolhapurcell 4800004161

distance 0.36

#18 · Kolhapurcell 4800004778

distance 0.366

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":4800005012}}}'

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.