Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001396

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.292

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004200

distance 0.292 · cross-district

#2 · Amravaticell 4680008506

distance 0.371 · cross-district

#3 · Dharashivcell 4880004206

distance 0.381 · cross-district

#4 · Laturcell 4810002167

distance 0.399 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690007891

distance 0.403 · cross-district

#6 · Nagpurcell 4840006652

distance 0.422 · cross-district

#7 · Buldhanacell 4720001501

distance 0.434 · cross-district

#8 · Sataracell 4940000461

distance 0.443 · cross-district

#9 · Sanglicell 4930000521

distance 0.445 · cross-district

#10 · Sanglicell 4930001274

distance 0.445 · cross-district

#11 · Jalgaoncell 4780002756

distance 0.448 · cross-district

#12 · Kolhapurcell 4800005767

distance 0.452

#13 · Yavatmalcell 5000011309

distance 0.452 · cross-district

#14 · Sataracell 4940002740

distance 0.455 · cross-district

#15 · Jalgaoncell 4780004484

distance 0.458 · cross-district

#16 · Amravaticell 4680008076

distance 0.46 · cross-district

#17 · Sataracell 4940000827

distance 0.461 · cross-district

#18 · Jalnacell 4790002372

distance 0.462 · 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":4800001396}}}'

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.