Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005540

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000891

distance 0.197 · cross-district

#2 · Kolhapurcell 4800005623

distance 0.197

#3 · Solapurcell 4960005533

distance 0.2 · cross-district

#4 · Sanglicell 4930002900

distance 0.202 · cross-district

#5 · Laturcell 4810000631

distance 0.202 · cross-district

#6 · Beedcell 4700008090

distance 0.204 · cross-district

#7 · Jalnacell 4790000295

distance 0.211 · cross-district

#8 · Laturcell 4810000908

distance 0.214 · cross-district

#9 · Dharashivcell 4880001867

distance 0.214 · cross-district

#10 · Beedcell 4700001281

distance 0.216 · cross-district

#11 · Sanglicell 4930003600

distance 0.217 · cross-district

#12 · Sanglicell 4930001071

distance 0.218 · cross-district

#13 · Sanglicell 4930003243

distance 0.218 · cross-district

#14 · Sanglicell 4930006002

distance 0.221 · cross-district

#15 · Sanglicell 4930004114

distance 0.223 · cross-district

#16 · Jalnacell 4790001378

distance 0.224 · cross-district

#17 · Ahmednagarcell 4660014286

distance 0.224 · cross-district

#18 · Dharashivcell 4880001429

distance 0.225 · 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":4800005540}}}'

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.