Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004097

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.316

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004590

distance 0.316

#2 · Jalnacell 4790004046

distance 0.369 · cross-district

#3 · Nandedcell 4850004464

distance 0.378 · cross-district

#4 · Punecell 4900001221

distance 0.395 · cross-district

#5 · Nandedcell 4850006004

distance 0.404 · cross-district

#6 · Kolhapurcell 4800004329

distance 0.407

#7 · Hingolicell 4770000258

distance 0.41 · cross-district

#8 · Nandedcell 4850005269

distance 0.421 · cross-district

#9 · Sanglicell 4930002200

distance 0.423 · cross-district

#10 · Sataracell 4940004959

distance 0.425 · cross-district

#11 · Nagpurcell 4840001079

distance 0.428 · cross-district

#12 · Kolhapurcell 4800004778

distance 0.429

#13 · Nandedcell 4850005540

distance 0.43 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690003492

distance 0.43 · cross-district

#15 · Laturcell 4810003479

distance 0.434 · cross-district

#16 · Kolhapurcell 4800004772

distance 0.437

#17 · Solapurcell 4960005508

distance 0.438 · cross-district

#18 · Laturcell 4810003586

distance 0.439 · 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":4800004097}}}'

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.