Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002707

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 5 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.64

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003603

distance 0.64 · cross-district

#2 · Nashikcell 4870001134

distance 0.659 · cross-district

#3 · Gadchirolicell 4750000646

distance 0.685 · cross-district

#4 · Gadchirolicell 4750009835

distance 0.69 · cross-district

#5 · Kolhapurcell 4800003705

distance 0.717

#6 · Kolhapurcell 4800003298

distance 0.719

#7 · Gadchirolicell 4750009437

distance 0.724 · cross-district

#8 · Gadchirolicell 4750009834

distance 0.727 · cross-district

#9 · Kolhapurcell 4800002863

distance 0.727

#10 · Solapurcell 4960004235

distance 0.728 · cross-district

#11 · Kolhapurcell 4800002816

distance 0.729

#12 · Kolhapurcell 4800002855

distance 0.729

#13 · Kolhapurcell 4800002759

distance 0.731

#14 · Kolhapurcell 4800002819

distance 0.732

#15 · Kolhapurcell 4800002911

distance 0.732

#16 · Kolhapurcell 4800003253

distance 0.735

#17 · Kolhapurcell 4800003458

distance 0.735

#18 · Kolhapurcell 4800003040

distance 0.736

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":4800002707}}}'

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.