Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004357

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004442

distance 0.217

#2 · Sanglicell 4930000398

distance 0.323 · cross-district

#3 · Buldhanacell 4720004386

distance 0.324 · cross-district

#4 · Sanglicell 4930000291

distance 0.352 · cross-district

#5 · Akolacell 4670002229

distance 0.362 · cross-district

#6 · Punecell 4900001715

distance 0.367 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690003403

distance 0.378 · cross-district

#8 · Sataracell 4940004702

distance 0.382 · cross-district

#9 · Amravaticell 4680002687

distance 0.387 · cross-district

#10 · Sanglicell 4930000344

distance 0.392 · cross-district

#11 · Solapurcell 4960004599

distance 0.394 · cross-district

#12 · Jalgaoncell 4780008766

distance 0.401 · cross-district

#13 · Sataracell 4940004585

distance 0.401 · cross-district

#14 · Sataracell 4940000774

distance 0.402 · cross-district

#15 · Solapurcell 4960004756

distance 0.406 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690002901

distance 0.408 · cross-district

#17 · Amravaticell 4680002585

distance 0.41 · cross-district

#18 · Sanglicell 4930000343

distance 0.412 · 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":4800004357}}}'

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.