Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001127

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001187

distance 0.197

#2 · Sindhudurgcell 4950001564

distance 0.261 · cross-district

#3 · Kolhapurcell 4800000985

distance 0.263

#4 · Kolhapurcell 4800000948

distance 0.263

#5 · Kolhapurcell 4800000986

distance 0.273

#6 · Sindhudurgcell 4950001625

distance 0.289 · cross-district

#7 · Kolhapurcell 4800000984

distance 0.323

#8 · Kolhapurcell 4800001164

distance 0.342

#9 · Sindhudurgcell 4950001904

distance 0.345 · cross-district

#10 · Sindhudurgcell 4950001846

distance 0.346 · cross-district

#11 · Kolhapurcell 4800001128

distance 0.349

#12 · Thanecell 4970000536

distance 0.353 · cross-district

#13 · Kolhapurcell 4800000907

distance 0.354

#14 · Kolhapurcell 4800000949

distance 0.368

#15 · Kolhapurcell 4800001025

distance 0.378

#16 · Thanecell 4970001246

distance 0.38 · cross-district

#17 · Sindhudurgcell 4950001097

distance 0.384 · cross-district

#18 · Sindhudurgcell 4950001111

distance 0.385 · 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":4800001127}}}'

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.