Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004965

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000175

distance 0.203 · cross-district

#2 · Punecell 4900001445

distance 0.238 · cross-district

#3 · Punecell 4900001437

distance 0.25 · cross-district

#4 · Kolhapurcell 4800004964

distance 0.254

#5 · Sanglicell 4930006883

distance 0.264 · cross-district

#6 · Punecell 4900002353

distance 0.301 · cross-district

#7 · Sanglicell 4930006919

distance 0.314 · cross-district

#8 · Punecell 4900005389

distance 0.317 · cross-district

#9 · Kolhapurcell 4800003676

distance 0.323

#10 · Ahmednagarcell 4660014101

distance 0.326 · cross-district

#11 · Ahmednagarcell 4660003316

distance 0.332 · cross-district

#12 · Kolhapurcell 4800004371

distance 0.333

#13 · Sataracell 4940004718

distance 0.335 · cross-district

#14 · Amravaticell 4680003187

distance 0.338 · cross-district

#15 · Kolhapurcell 4800003661

distance 0.347

#16 · Solapurcell 4960004761

distance 0.352 · cross-district

#17 · Sataracell 4940008215

distance 0.358 · cross-district

#18 · Sanglicell 4930002671

distance 0.361 · 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":4800004965}}}'

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.