Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005949

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 · Kolhapurcell 4800005993

distance 0.153

#2 · Sanglicell 4930001226

distance 0.187 · cross-district

#3 · Sataracell 4940000011

distance 0.196 · cross-district

#4 · Kolhapurcell 4800005997

distance 0.199

#5 · Kolhapurcell 4800006322

distance 0.201

#6 · Nashikcell 4870013351

distance 0.221 · cross-district

#7 · Sataracell 4940000000

distance 0.225 · cross-district

#8 · Nashikcell 4870013223

distance 0.227 · cross-district

#9 · Kolhapurcell 4800006044

distance 0.227

#10 · Dhulecell 4740003890

distance 0.23 · cross-district

#11 · Dhulecell 4740003736

distance 0.243 · cross-district

#12 · Sanglicell 4930001103

distance 0.245 · cross-district

#13 · Sataracell 4940000008

distance 0.25 · cross-district

#14 · Sanglicell 4930003520

distance 0.251 · cross-district

#15 · Sanglicell 4930002484

distance 0.251 · cross-district

#16 · Sanglicell 4930003170

distance 0.252 · cross-district

#17 · Sanglicell 4930002822

distance 0.256 · cross-district

#18 · Dhulecell 4740003735

distance 0.256 · 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":4800005949}}}'

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.