Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000029

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.335

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000138

distance 0.335

#2 · Kolhapurcell 4800000080

distance 0.363

#3 · Raigadcell 4910002611

distance 0.368 · cross-district

#4 · Kolhapurcell 4800000030

distance 0.376

#5 · Sindhudurgcell 4950000470

distance 0.387 · cross-district

#6 · Kolhapurcell 4800000105

distance 0.391

#7 · Kolhapurcell 4800000191

distance 0.393

#8 · Raigadcell 4910003521

distance 0.393 · cross-district

#9 · Kolhapurcell 4800000004

distance 0.395

#10 · Kolhapurcell 4800000201

distance 0.398

#11 · Sindhudurgcell 4950000526

distance 0.399 · cross-district

#12 · Raigadcell 4910002840

distance 0.4 · cross-district

#13 · Raigadcell 4910002438

distance 0.403 · cross-district

#14 · Raigadcell 4910002948

distance 0.405 · cross-district

#15 · Punecell 4900007281

distance 0.405 · cross-district

#16 · Raigadcell 4910002858

distance 0.406 · cross-district

#17 · Sindhudurgcell 4950000314

distance 0.407 · cross-district

#18 · Raigadcell 4910003433

distance 0.41 · 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":4800000029}}}'

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.