Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005374

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005687

distance 0.134

#2 · Kolhapurcell 4800005537

distance 0.161

#3 · Kolhapurcell 4800004264

distance 0.172

#4 · Kolhapurcell 4800005689

distance 0.176

#5 · Buldhanacell 4720000011

distance 0.177 · cross-district

#6 · Kolhapurcell 4800005120

distance 0.183

#7 · Kolhapurcell 4800004246

distance 0.188

#8 · Kolhapurcell 4800004012

distance 0.19

#9 · Kolhapurcell 4800005693

distance 0.191

#10 · Jalnacell 4790004087

distance 0.197 · cross-district

#11 · Kolhapurcell 4800003927

distance 0.199

#12 · Sanglicell 4930001742

distance 0.201 · cross-district

#13 · Sanglicell 4930000410

distance 0.203 · cross-district

#14 · Kolhapurcell 4800004084

distance 0.204

#15 · Kolhapurcell 4800005619

distance 0.204

#16 · Kolhapurcell 4800005110

distance 0.209

#17 · Kolhapurcell 4800004687

distance 0.21

#18 · Kolhapurcell 4800005114

distance 0.211

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":4800005374}}}'

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.