Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003807

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.23

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001291

distance 0.23 · cross-district

#2 · Punecell 4900001878

distance 0.266 · cross-district

#3 · Sanglicell 4930004690

distance 0.269 · cross-district

#4 · Punecell 4900004448

distance 0.271 · cross-district

#5 · Amravaticell 4680002057

distance 0.278 · cross-district

#6 · Kolhapurcell 4800004610

distance 0.282

#7 · Sanglicell 4930004975

distance 0.287 · cross-district

#8 · Kolhapurcell 4800003478

distance 0.292

#9 · Sataracell 4940008117

distance 0.294 · cross-district

#10 · Sanglicell 4930000350

distance 0.296 · cross-district

#11 · Kolhapurcell 4800004036

distance 0.296

#12 · Kolhapurcell 4800003806

distance 0.296

#13 · Sataracell 4940005079

distance 0.301 · cross-district

#14 · Amravaticell 4680005508

distance 0.304 · cross-district

#15 · Sataracell 4940005587

distance 0.304 · cross-district

#16 · Ahmednagarcell 4660003740

distance 0.304 · cross-district

#17 · Kolhapurcell 4800003676

distance 0.306

#18 · Sataracell 4940005216

distance 0.306 · 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":4800003807}}}'

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.