Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003670

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

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005126

distance 0.227

#2 · Kolhapurcell 4800005556

distance 0.26

#3 · Kolhapurcell 4800003819

distance 0.262

#4 · Kolhapurcell 4800005566

distance 0.282

#5 · Sanglicell 4930000395

distance 0.29 · cross-district

#6 · Sataracell 4940006368

distance 0.301 · cross-district

#7 · Kolhapurcell 4800001731

distance 0.31

#8 · Kolhapurcell 4800002401

distance 0.311

#9 · Punecell 4900002502

distance 0.33 · cross-district

#10 · Kolhapurcell 4800004707

distance 0.332

#11 · Jalgaoncell 4780005881

distance 0.334 · cross-district

#12 · Amravaticell 4680003664

distance 0.337 · cross-district

#13 · Sanglicell 4930000801

distance 0.339 · cross-district

#14 · Kolhapurcell 4800004609

distance 0.341

#15 · Kolhapurcell 4800003646

distance 0.343

#16 · Kolhapurcell 4800004551

distance 0.347

#17 · Kolhapurcell 4800004847

distance 0.348

#18 · Kolhapurcell 4800003414

distance 0.349

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":4800003670}}}'

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.