Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004366

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004116

distance 0.203

#2 · Kolhapurcell 4800005137

distance 0.225

#3 · Sanglicell 4930001240

distance 0.225 · cross-district

#4 · Punecell 4900001195

distance 0.229 · cross-district

#5 · Kolhapurcell 4800005134

distance 0.237

#6 · Kolhapurcell 4800005315

distance 0.27

#7 · Sataracell 4940000949

distance 0.27 · cross-district

#8 · Sanglicell 4930002000

distance 0.278 · cross-district

#9 · Sataracell 4940006482

distance 0.286 · cross-district

#10 · Solapurcell 4960007787

distance 0.287 · cross-district

#11 · Sataracell 4940005341

distance 0.294 · cross-district

#12 · Sataracell 4940004954

distance 0.296 · cross-district

#13 · Kolhapurcell 4800005968

distance 0.298

#14 · Ahmednagarcell 4660012306

distance 0.3 · cross-district

#15 · Kolhapurcell 4800005401

distance 0.302

#16 · Kolhapurcell 4800003804

distance 0.307

#17 · Punecell 4900000272

distance 0.308 · cross-district

#18 · Jalgaoncell 4780007609

distance 0.31 · 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":4800004366}}}'

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.