Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004044

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005914

distance 0.146

#2 · Sanglicell 4930006243

distance 0.15 · cross-district

#3 · Kolhapurcell 4800003970

distance 0.167

#4 · Kolhapurcell 4800004285

distance 0.174

#5 · Kolhapurcell 4800005475

distance 0.176

#6 · Kolhapurcell 4800004368

distance 0.179

#7 · Sanglicell 4930006182

distance 0.184 · cross-district

#8 · Kolhapurcell 4800004450

distance 0.189

#9 · Punecell 4900000684

distance 0.19 · cross-district

#10 · Kolhapurcell 4800004120

distance 0.191

#11 · Punecell 4900001185

distance 0.193 · cross-district

#12 · Sanglicell 4930005887

distance 0.194 · cross-district

#13 · Kolhapurcell 4800004452

distance 0.195

#14 · Kolhapurcell 4800004630

distance 0.201

#15 · Kolhapurcell 4800005913

distance 0.203

#16 · Kolhapurcell 4800005232

distance 0.206

#17 · Sanglicell 4930001007

distance 0.206 · cross-district

#18 · Sanglicell 4930002167

distance 0.207 · 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":4800004044}}}'

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.