Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002221

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.269

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002267

distance 0.269

#2 · Kolhapurcell 4800002124

distance 0.285

#3 · Ahmednagarcell 4660005387

distance 0.286 · cross-district

#4 · Kolhapurcell 4800002166

distance 0.287

#5 · Sataracell 4940001108

distance 0.297 · cross-district

#6 · Sanglicell 4930005847

distance 0.302 · cross-district

#7 · Kolhapurcell 4800002538

distance 0.312

#8 · Sanglicell 4930005759

distance 0.318 · cross-district

#9 · Sanglicell 4930005675

distance 0.323 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690003910

distance 0.325 · cross-district

#11 · Sanglicell 4930006560

distance 0.333 · cross-district

#12 · Kolhapurcell 4800001456

distance 0.336

#13 · Jalnacell 4790006558

distance 0.339 · cross-district

#14 · Sataracell 4940002676

distance 0.341 · cross-district

#15 · Sataracell 4940000474

distance 0.343 · cross-district

#16 · Sanglicell 4930005749

distance 0.349 · cross-district

#17 · Sanglicell 4930005575

distance 0.352 · cross-district

#18 · Sanglicell 4930005574

distance 0.352 · 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":4800002221}}}'

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.