Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005131

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.296

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006284

distance 0.296 · cross-district

#2 · Sataracell 4940004013

distance 0.316 · cross-district

#3 · Sataracell 4940005819

distance 0.342 · cross-district

#4 · Sataracell 4940007570

distance 0.343 · cross-district

#5 · Sataracell 4940005122

distance 0.35 · cross-district

#6 · Sataracell 4940006383

distance 0.355 · cross-district

#7 · Kolhapurcell 4800004112

distance 0.357

#8 · Sanglicell 4930005572

distance 0.365 · cross-district

#9 · Ahmednagarcell 4660004257

distance 0.366 · cross-district

#10 · Sataracell 4940006058

distance 0.376 · cross-district

#11 · Amravaticell 4680006511

distance 0.376 · cross-district

#12 · Sataracell 4940008283

distance 0.376 · cross-district

#13 · Buldhanacell 4720003863

distance 0.382 · cross-district

#14 · Nashikcell 4870011415

distance 0.385 · cross-district

#15 · Sanglicell 4930005891

distance 0.387 · cross-district

#16 · Punecell 4900012773

distance 0.388 · cross-district

#17 · Sanglicell 4930006278

distance 0.39 · cross-district

#18 · Sanglicell 4930005979

distance 0.391 · 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":4800005131}}}'

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.