Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001996

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001885

distance 0.202

#2 · Kolhapurcell 4800002051

distance 0.227

#3 · Kolhapurcell 4800002050

distance 0.256

#4 · Chhatrapati Sambhajinagarcell 4690004830

distance 0.265 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690004190

distance 0.266 · cross-district

#6 · Kolhapurcell 4800001944

distance 0.283

#7 · Kolhapurcell 4800002252

distance 0.294

#8 · Kolhapurcell 4800005277

distance 0.3

#9 · Chhatrapati Sambhajinagarcell 4690003622

distance 0.301 · cross-district

#10 · Kolhapurcell 4800002494

distance 0.303

#11 · Chhatrapati Sambhajinagarcell 4690002595

distance 0.304 · cross-district

#12 · Kolhapurcell 4800001458

distance 0.304

#13 · Chhatrapati Sambhajinagarcell 4690004008

distance 0.304 · cross-district

#14 · Kolhapurcell 4800001570

distance 0.307

#15 · Kolhapurcell 4800002344

distance 0.307

#16 · Chhatrapati Sambhajinagarcell 4690004017

distance 0.308 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690004569

distance 0.308 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003612

distance 0.309 · 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":4800001996}}}'

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.