Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005044

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.281

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001014

distance 0.281 · cross-district

#2 · Sataracell 4940005586

distance 0.284 · cross-district

#3 · Kolhapurcell 4800004958

distance 0.289

#4 · Nashikcell 4870004972

distance 0.298 · cross-district

#5 · Sataracell 4940008682

distance 0.298 · cross-district

#6 · Ahmednagarcell 4660007137

distance 0.303 · cross-district

#7 · Kolhapurcell 4800005052

distance 0.316

#8 · Kolhapurcell 4800004525

distance 0.321

#9 · Kolhapurcell 4800004964

distance 0.325

#10 · Chhatrapati Sambhajinagarcell 4690002597

distance 0.326 · cross-district

#11 · Sataracell 4940005466

distance 0.327 · cross-district

#12 · Sataracell 4940001065

distance 0.331 · cross-district

#13 · Kolhapurcell 4800004966

distance 0.331

#14 · Sataracell 4940005704

distance 0.332 · cross-district

#15 · Punecell 4900001305

distance 0.334 · cross-district

#16 · Sataracell 4940000483

distance 0.334 · cross-district

#17 · Sataracell 4940008117

distance 0.335 · cross-district

#18 · Ahmednagarcell 4660005130

distance 0.336 · 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":4800005044}}}'

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.