Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004588

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005376

distance 0.218

#2 · Kolhapurcell 4800004424

distance 0.224

#3 · Kolhapurcell 4800004016

distance 0.226

#4 · Beedcell 4700005600

distance 0.248 · cross-district

#5 · Kolhapurcell 4800004161

distance 0.252

#6 · Kolhapurcell 4800003944

distance 0.26

#7 · Kolhapurcell 4800004765

distance 0.261

#8 · Kolhapurcell 4800004933

distance 0.271

#9 · Kolhapurcell 4800004497

distance 0.275

#10 · Sanglicell 4930000543

distance 0.279 · cross-district

#11 · Kolhapurcell 4800004242

distance 0.284

#12 · Laturcell 4810003582

distance 0.284 · cross-district

#13 · Kolhapurcell 4800005843

distance 0.286

#14 · Kolhapurcell 4800004103

distance 0.289

#15 · Chandrapurcell 4730003695

distance 0.292 · cross-district

#16 · Kolhapurcell 4800004935

distance 0.294

#17 · Beedcell 4700002378

distance 0.295 · cross-district

#18 · Kolhapurcell 4800001855

distance 0.295

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":4800004588}}}'

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.