Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005901

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

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005900

distance 0.17

#2 · Dharashivcell 4880006331

distance 0.217 · cross-district

#3 · Kolhapurcell 4800005620

distance 0.23

#4 · Beedcell 4700005924

distance 0.237 · cross-district

#5 · Sanglicell 4930001396

distance 0.238 · cross-district

#6 · Solapurcell 4960012674

distance 0.239 · cross-district

#7 · Laturcell 4810000038

distance 0.24 · cross-district

#8 · Dharashivcell 4880002751

distance 0.243 · cross-district

#9 · Ahmednagarcell 4660003927

distance 0.251 · cross-district

#10 · Solapurcell 4960006844

distance 0.252 · cross-district

#11 · Kolhapurcell 4800005905

distance 0.254

#12 · Solapurcell 4960012497

distance 0.255 · cross-district

#13 · Sanglicell 4930000828

distance 0.257 · cross-district

#14 · Sanglicell 4930005257

distance 0.258 · cross-district

#15 · Sanglicell 4930000618

distance 0.258 · cross-district

#16 · Sanglicell 4930002529

distance 0.258 · cross-district

#17 · Dharashivcell 4880002641

distance 0.259 · cross-district

#18 · Solapurcell 4960000700

distance 0.259 · 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":4800005901}}}'

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.