Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003547

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

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003490

distance 0.164

#2 · Kolhapurcell 4800004626

distance 0.164

#3 · Kolhapurcell 4800003970

distance 0.172

#4 · Kolhapurcell 4800004630

distance 0.173

#5 · Kolhapurcell 4800004452

distance 0.174

#6 · Kolhapurcell 4800004625

distance 0.189

#7 · Kolhapurcell 4800003888

distance 0.196

#8 · Kolhapurcell 4800005722

distance 0.197

#9 · Kolhapurcell 4800004450

distance 0.207

#10 · Kolhapurcell 4800004711

distance 0.211

#11 · Sanglicell 4930006182

distance 0.212 · cross-district

#12 · Beedcell 4700005294

distance 0.214 · cross-district

#13 · Kolhapurcell 4800003530

distance 0.217

#14 · Punecell 4900001742

distance 0.218 · cross-district

#15 · Kolhapurcell 4800004537

distance 0.219

#16 · Kolhapurcell 4800004451

distance 0.22

#17 · Punecell 4900004042

distance 0.221 · cross-district

#18 · Kolhapurcell 4800004538

distance 0.229

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":4800003547}}}'

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.