Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001168

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

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.556

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001108

distance 0.556

#2 · Kolhapurcell 4800002420

distance 0.601

#3 · Chandrapurcell 4730005745

distance 0.618 · cross-district

#4 · Kolhapurcell 4800006450

distance 0.644

#5 · Punecell 4900007166

distance 0.659 · cross-district

#6 · Punecell 4900009725

distance 0.677 · cross-district

#7 · Thanecell 4970000612

distance 0.68 · cross-district

#8 · Kolhapurcell 4800006468

distance 0.687

#9 · Nagpurcell 4840008606

distance 0.701 · cross-district

#10 · Chandrapurcell 4730005111

distance 0.722 · cross-district

#11 · Sataracell 4940003032

distance 0.723 · cross-district

#12 · Sataracell 4940002472

distance 0.748 · cross-district

#13 · Chandrapurcell 4730004628

distance 0.754 · cross-district

#14 · Chandrapurcell 4730007751

distance 0.755 · cross-district

#15 · Solapurcell 4960006193

distance 0.758 · cross-district

#16 · Laturcell 4810002298

distance 0.764 · cross-district

#17 · Nagpurcell 4840008583

distance 0.77 · cross-district

#18 · Thanecell 4970003244

distance 0.773 · 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":4800001168}}}'

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.