Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003136

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

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002486

distance 0.244 · cross-district

#2 · Sanglicell 4930000324

distance 0.268 · cross-district

#3 · Sataracell 4940005097

distance 0.27 · cross-district

#4 · Ahmednagarcell 4660004163

distance 0.296 · cross-district

#5 · Beedcell 4700004599

distance 0.3 · cross-district

#6 · Beedcell 4700003723

distance 0.3 · cross-district

#7 · Kolhapurcell 4800003719

distance 0.3

#8 · Beedcell 4700005051

distance 0.301 · cross-district

#9 · Beedcell 4700006240

distance 0.302 · cross-district

#10 · Kolhapurcell 4800000768

distance 0.304

#11 · Ahmednagarcell 4660001571

distance 0.309 · cross-district

#12 · Ahmednagarcell 4660003499

distance 0.312 · cross-district

#13 · Sanglicell 4930000277

distance 0.313 · cross-district

#14 · Beedcell 4700004902

distance 0.313 · cross-district

#15 · Beedcell 4700005663

distance 0.313 · cross-district

#16 · Beedcell 4700004577

distance 0.314 · cross-district

#17 · Nandurbarcell 4860004021

distance 0.316 · cross-district

#18 · Beedcell 4700004425

distance 0.317 · 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":4800003136}}}'

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.