Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003538

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

0.256

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003610

distance 0.256

#2 · Beedcell 4700005100

distance 0.269 · cross-district

#3 · Kolhapurcell 4800003736

distance 0.273

#4 · Ahmednagarcell 4660011990

distance 0.279 · cross-district

#5 · Solapurcell 4960007419

distance 0.29 · cross-district

#6 · Beedcell 4700007127

distance 0.291 · cross-district

#7 · Punecell 4900000721

distance 0.294 · cross-district

#8 · Punecell 4900001088

distance 0.296 · cross-district

#9 · Sataracell 4940005092

distance 0.297 · cross-district

#10 · Sataracell 4940005593

distance 0.299 · cross-district

#11 · Punecell 4900001900

distance 0.3 · cross-district

#12 · Kolhapurcell 4800003425

distance 0.301

#13 · Punecell 4900000525

distance 0.302 · cross-district

#14 · Ahmednagarcell 4660004042

distance 0.303 · cross-district

#15 · Sanglicell 4930000185

distance 0.307 · cross-district

#16 · Punecell 4900001856

distance 0.309 · cross-district

#17 · Sataracell 4940003865

distance 0.315 · cross-district

#18 · Kolhapurcell 4800003816

distance 0.316

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":4800003538}}}'

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.