Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000743

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000742

distance 0.188

#2 · Jalnacell 4790004016

distance 0.297 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690001293

distance 0.301 · cross-district

#4 · Sanglicell 4930002729

distance 0.304 · cross-district

#5 · Jalnacell 4790005519

distance 0.307 · cross-district

#6 · Solapurcell 4960003822

distance 0.31 · cross-district

#7 · Sanglicell 4930005098

distance 0.311 · cross-district

#8 · Parbhanicell 4890005178

distance 0.313 · cross-district

#9 · Kolhapurcell 4800002124

distance 0.313

#10 · Parbhanicell 4890004291

distance 0.314 · cross-district

#11 · Kolhapurcell 4800000593

distance 0.314

#12 · Kolhapurcell 4800002015

distance 0.315

#13 · Jalnacell 4790004019

distance 0.317 · cross-district

#14 · Gondiacell 4760000903

distance 0.317 · cross-district

#15 · Jalnacell 4790002830

distance 0.317 · cross-district

#16 · Sanglicell 4930001717

distance 0.318 · cross-district

#17 · Sanglicell 4930006423

distance 0.318 · cross-district

#18 · Parbhanicell 4890001490

distance 0.318 · 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":4800000743}}}'

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.