Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003489

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

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003614

distance 0.201

#2 · Amravaticell 4680003866

distance 0.21 · cross-district

#3 · Kolhapurcell 4800004714

distance 0.215

#4 · Kolhapurcell 4800003549

distance 0.22

#5 · Amravaticell 4680003772

distance 0.221 · cross-district

#6 · Kolhapurcell 4800003183

distance 0.224

#7 · Amravaticell 4680004071

distance 0.228 · cross-district

#8 · Amravaticell 4680003870

distance 0.229 · cross-district

#9 · Amravaticell 4680003769

distance 0.239 · cross-district

#10 · Kolhapurcell 4800003546

distance 0.245

#11 · Kolhapurcell 4800005790

distance 0.25

#12 · Amravaticell 4680004068

distance 0.25 · cross-district

#13 · Sanglicell 4930000286

distance 0.253 · cross-district

#14 · Sanglicell 4930000393

distance 0.253 · cross-district

#15 · Amravaticell 4680006032

distance 0.257 · cross-district

#16 · Sanglicell 4930005520

distance 0.259 · cross-district

#17 · Amravaticell 4680004168

distance 0.261 · cross-district

#18 · Dharashivcell 4880000057

distance 0.261 · 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":4800003489}}}'

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.