Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000329

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.304

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000361

distance 0.304

#2 · Sindhudurgcell 4950001443

distance 0.31 · cross-district

#3 · Kolhapurcell 4800000486

distance 0.311

#4 · Kolhapurcell 4800001022

distance 0.317

#5 · Kolhapurcell 4800001174

distance 0.32

#6 · Kolhapurcell 4800001020

distance 0.321

#7 · Kolhapurcell 4800000903

distance 0.325

#8 · Kolhapurcell 4800000746

distance 0.328

#9 · Kolhapurcell 4800000421

distance 0.331

#10 · Kolhapurcell 4800000297

distance 0.332

#11 · Kolhapurcell 4800000489

distance 0.333

#12 · Sindhudurgcell 4950001277

distance 0.337 · cross-district

#13 · Sindhudurgcell 4950000995

distance 0.337 · cross-district

#14 · Kolhapurcell 4800000637

distance 0.337

#15 · Kolhapurcell 4800001173

distance 0.338

#16 · Kolhapurcell 4800000559

distance 0.338

#17 · Sindhudurgcell 4950001626

distance 0.338 · cross-district

#18 · Kolhapurcell 4800000328

distance 0.339

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":4800000329}}}'

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.