Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004704

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.267

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004888

distance 0.267

#2 · Kolhapurcell 4800005056

distance 0.286

#3 · Sanglicell 4930000346

distance 0.376 · cross-district

#4 · Sanglicell 4930000348

distance 0.383 · cross-district

#5 · Akolacell 4670002306

distance 0.385 · cross-district

#6 · Solapurcell 4960004757

distance 0.412 · cross-district

#7 · Kolhapurcell 4800004700

distance 0.427

#8 · Kolhapurcell 4800003881

distance 0.443

#9 · Solapurcell 4960005063

distance 0.458 · cross-district

#10 · Kolhapurcell 4800004856

distance 0.461

#11 · Kolhapurcell 4800004106

distance 0.463

#12 · Punecell 4900005125

distance 0.464 · cross-district

#13 · Jalgaoncell 4780004072

distance 0.471 · cross-district

#14 · Sanglicell 4930000218

distance 0.476 · cross-district

#15 · Nashikcell 4870010583

distance 0.48 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003197

distance 0.484 · cross-district

#17 · Sanglicell 4930000464

distance 0.489 · cross-district

#18 · Jalgaoncell 4780006215

distance 0.492 · 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":4800004704}}}'

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.