Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005761

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001889

distance 0.153 · cross-district

#2 · Buldhanacell 4720000761

distance 0.155 · cross-district

#3 · Jalnacell 4790003737

distance 0.161 · cross-district

#4 · Kolhapurcell 4800003865

distance 0.163

#5 · Beedcell 4700000369

distance 0.168 · cross-district

#6 · Beedcell 4700008188

distance 0.169 · cross-district

#7 · Jalnacell 4790003566

distance 0.169 · cross-district

#8 · Beedcell 4700008278

distance 0.171 · cross-district

#9 · Beedcell 4700001744

distance 0.172 · cross-district

#10 · Buldhanacell 4720000025

distance 0.175 · cross-district

#11 · Jalnacell 4790003483

distance 0.175 · cross-district

#12 · Beedcell 4700000919

distance 0.177 · cross-district

#13 · Jalnacell 4790000191

distance 0.177 · cross-district

#14 · Jalnacell 4790000087

distance 0.183 · cross-district

#15 · Jalnacell 4790003899

distance 0.183 · cross-district

#16 · Buldhanacell 4720001268

distance 0.185 · cross-district

#17 · Buldhanacell 4720001428

distance 0.186 · cross-district

#18 · Sanglicell 4930003754

distance 0.186 · 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":4800005761}}}'

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.