Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003548

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003310

distance 0.249 · cross-district

#2 · Punecell 4900003762

distance 0.252 · cross-district

#3 · Sanglicell 4930000210

distance 0.26 · cross-district

#4 · Sanglicell 4930000834

distance 0.265 · cross-district

#5 · Sanglicell 4930000394

distance 0.266 · cross-district

#6 · Punecell 4900007383

distance 0.273 · cross-district

#7 · Punecell 4900006304

distance 0.273 · cross-district

#8 · Punecell 4900001731

distance 0.275 · cross-district

#9 · Punecell 4900002610

distance 0.278 · cross-district

#10 · Buldhanacell 4720003923

distance 0.281 · cross-district

#11 · Punecell 4900003750

distance 0.283 · cross-district

#12 · Punecell 4900004047

distance 0.283 · cross-district

#13 · Punecell 4900000118

distance 0.285 · cross-district

#14 · Punecell 4900000106

distance 0.288 · cross-district

#15 · Kolhapurcell 4800004539

distance 0.289

#16 · Sanglicell 4930000557

distance 0.291 · cross-district

#17 · Solapurcell 4960008428

distance 0.294 · cross-district

#18 · Punecell 4900000171

distance 0.298 · 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":4800003548}}}'

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.