Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004787

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.258

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000887

distance 0.258 · cross-district

#2 · Ahmednagarcell 4660007940

distance 0.259 · cross-district

#3 · Sataracell 4940004599

distance 0.265 · cross-district

#4 · Ahmednagarcell 4660012150

distance 0.282 · cross-district

#5 · Sanglicell 4930005646

distance 0.285 · cross-district

#6 · Ahmednagarcell 4660012149

distance 0.289 · cross-district

#7 · Sataracell 4940001179

distance 0.296 · cross-district

#8 · Ahmednagarcell 4660011991

distance 0.296 · cross-district

#9 · Punecell 4900000910

distance 0.297 · cross-district

#10 · Ahmednagarcell 4660014302

distance 0.299 · cross-district

#11 · Ahmednagarcell 4660011822

distance 0.303 · cross-district

#12 · Punecell 4900001581

distance 0.304 · cross-district

#13 · Punecell 4900001455

distance 0.306 · cross-district

#14 · Ahmednagarcell 4660013397

distance 0.309 · cross-district

#15 · Washimcell 4990004424

distance 0.309 · cross-district

#16 · Ahmednagarcell 4660006762

distance 0.31 · cross-district

#17 · Solapurcell 4960007544

distance 0.312 · cross-district

#18 · Jalgaoncell 4780005840

distance 0.312 · 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":4800004787}}}'

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.