Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003646

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

0.262

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003661

distance 0.262

#2 · Sataracell 4940002727

distance 0.286 · cross-district

#3 · Kolhapurcell 4800002725

distance 0.289

#4 · Sataracell 4940005221

distance 0.293 · cross-district

#5 · Sataracell 4940000465

distance 0.295 · cross-district

#6 · Kolhapurcell 4800005126

distance 0.304

#7 · Sanglicell 4930000116

distance 0.307 · cross-district

#8 · Kolhapurcell 4800003478

distance 0.315

#9 · Kolhapurcell 4800002678

distance 0.315

#10 · Punecell 4900002353

distance 0.323 · cross-district

#11 · Kolhapurcell 4800004551

distance 0.332

#12 · Sanglicell 4930000427

distance 0.333 · cross-district

#13 · Punecell 4900001305

distance 0.335 · cross-district

#14 · Sataracell 4940002500

distance 0.336 · cross-district

#15 · Ahmednagarcell 4660002446

distance 0.342 · cross-district

#16 · Kolhapurcell 4800003670

distance 0.343

#17 · Kolhapurcell 4800004783

distance 0.343

#18 · Punecell 4900001878

distance 0.344 · 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":4800003646}}}'

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.