Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005959

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

0.253

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003010

distance 0.253 · cross-district

#2 · Kolhapurcell 4800004866

distance 0.26

#3 · Solapurcell 4960003502

distance 0.278 · cross-district

#4 · Sataracell 4940004848

distance 0.298 · cross-district

#5 · Sataracell 4940001188

distance 0.298 · cross-district

#6 · Sataracell 4940005947

distance 0.301 · cross-district

#7 · Sanglicell 4930006110

distance 0.302 · cross-district

#8 · Buldhanacell 4720008078

distance 0.303 · cross-district

#9 · Sanglicell 4930000900

distance 0.305 · cross-district

#10 · Sataracell 4940004123

distance 0.306 · cross-district

#11 · Amravaticell 4680005749

distance 0.312 · cross-district

#12 · Kolhapurcell 4800006011

distance 0.312

#13 · Sanglicell 4930003011

distance 0.316 · cross-district

#14 · Sanglicell 4930000697

distance 0.318 · cross-district

#15 · Punecell 4900000820

distance 0.319 · cross-district

#16 · Sanglicell 4930002836

distance 0.32 · cross-district

#17 · Kolhapurcell 4800005036

distance 0.32

#18 · Sanglicell 4930000898

distance 0.32 · 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":4800005959}}}'

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.