Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006434

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.072

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006430

distance 0.072

#2 · Kolhapurcell 4800006428

distance 0.131

#3 · Kolhapurcell 4800006429

distance 0.149

#4 · Kolhapurcell 4800006433

distance 0.161

#5 · Kolhapurcell 4800006432

distance 0.166

#6 · Akolacell 4670000084

distance 0.197 · cross-district

#7 · Buldhanacell 4720002840

distance 0.199 · cross-district

#8 · Akolacell 4670000067

distance 0.199 · cross-district

#9 · Kolhapurcell 4800006427

distance 0.201

#10 · Kolhapurcell 4800002282

distance 0.203

#11 · Akolacell 4670000048

distance 0.206 · cross-district

#12 · Akolacell 4670000006

distance 0.207 · cross-district

#13 · Akolacell 4670000069

distance 0.207 · cross-district

#14 · Akolacell 4670000108

distance 0.208 · cross-district

#15 · Kolhapurcell 4800001930

distance 0.208

#16 · Kolhapurcell 4800002509

distance 0.208

#17 · Kolhapurcell 4800002094

distance 0.21

#18 · Akolacell 4670000005

distance 0.211 · 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":4800006434}}}'

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.