Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004416

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.326

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004836

distance 0.326 · cross-district

#2 · Ahmednagarcell 4660009052

distance 0.375 · cross-district

#3 · Kolhapurcell 4800004174

distance 0.382

#4 · Dharashivcell 4880002343

distance 0.412 · cross-district

#5 · Punecell 4900005520

distance 0.418 · cross-district

#6 · Solapurcell 4960005507

distance 0.424 · cross-district

#7 · Punecell 4900001858

distance 0.452 · cross-district

#8 · Nandedcell 4850004666

distance 0.467 · cross-district

#9 · Solapurcell 4960002859

distance 0.478 · cross-district

#10 · Sanglicell 4930000293

distance 0.482 · cross-district

#11 · Sataracell 4940001278

distance 0.484 · cross-district

#12 · Ahmednagarcell 4660000829

distance 0.487 · cross-district

#13 · Dhulecell 4740000870

distance 0.49 · cross-district

#14 · Solapurcell 4960005300

distance 0.492 · cross-district

#15 · Dhulecell 4740000767

distance 0.493 · cross-district

#16 · Sanglicell 4930002061

distance 0.504 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003009

distance 0.505 · cross-district

#18 · Sanglicell 4930002769

distance 0.506 · 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":4800004416}}}'

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.