Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004101

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001281

distance 0.242 · cross-district

#2 · Kolhapurcell 4800005540

distance 0.252

#3 · Beedcell 4700008601

distance 0.253 · cross-district

#4 · Solapurcell 4960007072

distance 0.255 · cross-district

#5 · Nandedcell 4850000784

distance 0.256 · cross-district

#6 · Sanglicell 4930002732

distance 0.257 · cross-district

#7 · Laturcell 4810000368

distance 0.258 · cross-district

#8 · Sanglicell 4930001903

distance 0.258 · cross-district

#9 · Sanglicell 4930003582

distance 0.26 · cross-district

#10 · Washimcell 4990002063

distance 0.264 · cross-district

#11 · Dharashivcell 4880005857

distance 0.266 · cross-district

#12 · Solapurcell 4960007340

distance 0.266 · cross-district

#13 · Nandedcell 4850001640

distance 0.269 · cross-district

#14 · Jalnacell 4790000940

distance 0.27 · cross-district

#15 · Nagpurcell 4840003751

distance 0.27 · cross-district

#16 · Solapurcell 4960003821

distance 0.271 · cross-district

#17 · Jalgaoncell 4780003572

distance 0.272 · cross-district

#18 · Buldhanacell 4720001137

distance 0.272 · 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":4800004101}}}'

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.